Location of files and macros
libname files "/mnt/hgfs/myfolders";
libname macros "/mnt/hgfs/myfolders/macros";
11 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
12
13 libname files "/mnt/hgfs/myfolders";
NOTE: Libref FILES was successfully assigned as follows:
Engine: V9
Physical Name: /mnt/hgfs/myfolders
14 libname macros "/mnt/hgfs/myfolders/macros";
NOTE: Libref MACROS was successfully assigned as follows:
Engine: V9
Physical Name: /mnt/hgfs/myfolders/macros
15 ods html5 close;ods listing;
16
The following macro finds a mean value (%positive cells) for the entire pancreas vs. head, body, and tail. This is needed for ESM figure 1 & 3, supp table 2, and figure 1.
%macro mean (A,B);
/*find a mean value (%positive cells) for the entire pancreas vs. head, body, and tail*/
PROC means data=&A nway noprint;
class case hospbin age_group oppc_ageR;
var &B;
output out=&A%quote(_mean) (drop=_type_ _freq_) mean=mean_pancreas;
run;
%mend mean;
18 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
19
20 %macro mean (A,B);
21
22 /*find a mean value (%positive cells) for the entire pancreas vs. head, body, and tail*/
23
24 PROC means data=&A nway noprint;
25 class case hospbin age_group oppc_ageR;
26 var &B;
27 output out=&A%quote(_mean) (drop=_type_ _freq_) mean=mean_pancreas;
28 run;
29
30 %mend mean;
31 ods html5 close;ods listing;
32
Import and transform dataset files
DATA cd45;
set files.cd45;
if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
run;
PROC sort data = cd45;
by case match_group hospbin age_group;
run;
PROC transpose data = cd45 out = cd45_no_insulin (rename =( a = Head b = Body c = Tail));
by case match_group hospbin age_group;
id sample_type2;
var percent_cd45;
run;
1141 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
1142
1143 DATA cd45;
1144 set files.cd45;
1145 if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
1146 run;
NOTE: There were 126 observations read from the data set FILES.CD45.
NOTE: The data set WORK.CD45 has 117 observations and 20 variables.
NOTE: DATA statement used (Total process time):
real time 0.07 seconds
cpu time 0.00 seconds
1147
1148 PROC sort data = cd45;
1149 by case match_group hospbin age_group;
1150 run;
NOTE: There were 117 observations read from the data set WORK.CD45.
NOTE: The data set WORK.CD45 has 117 observations and 20 variables.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
1151
1152 PROC transpose data = cd45 out = cd45_no_insulin (rename =( a = Head b = Body c = Tail));
1153 by case match_group hospbin age_group;
1154 id sample_type2;
1155 var percent_cd45;
1156 run;
NOTE: There were 117 observations read from the data set WORK.CD45.
NOTE: The data set WORK.CD45_NO_INSULIN has 39 observations and 9 variables.
NOTE: PROCEDURE TRANSPOSE used (Total process time):
real time 0.01 seconds
cpu time 0.00 seconds
1157 ods html5 close;ods listing;
1158
PROC export data=cd45
outfile="cd45.csv"
dbms=csv
replace;
run;
1160 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
1161
1162 PROC export data=cd45
1163 outfile="cd45.csv"
1164 dbms=csv
1165 replace;
1166 run;
1167 /**********************************************************************
1168 * PRODUCT: SAS
1169 * VERSION: 9.4
1170 * CREATOR: External File Interface
1171 * DATE: 11SEP17
1172 * DESC: Generated SAS Datastep Code
1173 * TEMPLATE SOURCE: (None Specified.)
1174 ***********************************************************************/
1175 data _null_;
1176 %let _EFIERR_ = 0; /* set the ERROR detection macro variable */
1177 %let _EFIREC_ = 0; /* clear export record count macro variable */
1178 file 'cd45.csv' delimiter=',' DSD DROPOVER lrecl=32767;
1179 if _n_ = 1 then /* write column names or labels */
1180 do;
1181 put
1182 "Case"
1183 ','
1184 "hospbin"
1185 ','
1186 "Sample_Type"
1187 ','
1188 "Block__"
1189 ','
1190 "Staff"
1191 ','
1192 "classified_area"
1193 ','
1194 "__acinar___endocrine_Area"
1195 ','
1196 "__other_Area"
1197 ','
1198 "Total_Cells"
1199 ','
1200 "percent_insulin"
1201 ','
1202 "percent_cd45"
1203 ','
1204 "percent_negative"
1205 ','
1206 "tissue_area"
1207 ','
1208 "CD45_Case_Average"
1209 ','
1210 "O"
1211 ','
1212 "match_group"
1213 ','
1214 "oppc_ageR"
1215 ','
1216 "age_group"
1217 ','
1218 "sample_type1"
1219 ','
1220 "sample_type2"
1221 ;
1222 end;
1223 set CD45 end=EFIEOD;
1224 format Case best12. ;
1225 format hospbin best12. ;
1226 format Sample_Type $2. ;
1227 format Block__ $3. ;
1228 format Staff $2. ;
1229 format classified_area best12. ;
1230 format __acinar___endocrine_Area best12. ;
1231 format __other_Area best12. ;
1232 format Total_Cells best12. ;
1233 format percent_insulin best12. ;
1234 format percent_cd45 best12. ;
1235 format percent_negative best12. ;
1236 format tissue_area best12. ;
1237 format CD45_Case_Average comma15.3 ;
1238 format O $1. ;
1239 format match_group best12. ;
1240 format oppc_ageR best12. ;
1241 format age_group best12. ;
1242 format sample_type1 $2. ;
1243 format sample_type2 $1. ;
1244 do;
1245 EFIOUT + 1;
1246 put Case @;
1247 put hospbin @;
1248 put Sample_Type $ @;
1249 put Block__ $ @;
1250 put Staff $ @;
1251 put classified_area @;
1252 put __acinar___endocrine_Area @;
1253 put __other_Area @;
1254 put Total_Cells @;
1255 put percent_insulin @;
1256 put percent_cd45 @;
1257 put percent_negative @;
1258 put tissue_area @;
1259 put CD45_Case_Average @;
1260 put O $ @;
1261 put match_group @;
1262 put oppc_ageR @;
1263 put age_group @;
1264 put sample_type1 $ @;
1265 put sample_type2 $ ;
1266 ;
1267 end;
1268 if _ERROR_ then call symputx('_EFIERR_',1); /* set ERROR detection macro variable */
1269 if EFIEOD then call symputx('_EFIREC_',EFIOUT);
1270 run;
NOTE: The file 'cd45.csv' is:
Filename=/mnt/hgfs/myfolders/cd45.csv,
Owner Name=root,Group Name=vboxsf,
Access Permission=-rwxrwx---,
Last Modified=12Sep2017:19:33:09
NOTE: 118 records were written to the file 'cd45.csv'.
The minimum record length was 86.
The maximum record length was 241.
NOTE: There were 117 observations read from the data set WORK.CD45.
NOTE: DATA statement used (Total process time):
real time 0.04 seconds
cpu time 0.00 seconds
117 records created in cd45.csv from CD45.
NOTE: "cd45.csv" file was successfully created.
NOTE: PROCEDURE EXPORT used (Total process time):
real time 0.28 seconds
cpu time 0.04 seconds
1271 ods html5 close;ods listing;
1272
DATA cd68;
set files.cd68;
if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
run;
PROC sort data = cd68;
by case match_group hospbin age_group;
run;
PROC transpose data = cd68 out = cd68_no_insulin (rename=( a=Head b=Body c=Tail));
by case match_group hospbin age_group;
id sample_type2;
var percent_CD68;
run;
53 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
54
55 DATA cd68;
56 set files.cd68;
57 if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
58 run;
NOTE: There were 126 observations read from the data set FILES.CD68.
NOTE: The data set WORK.CD68 has 117 observations and 23 variables.
NOTE: DATA statement used (Total process time):
real time 0.03 seconds
cpu time 0.00 seconds
59
60 PROC sort data = cd68;
61 by case match_group hospbin age_group;
62 run;
NOTE: There were 117 observations read from the data set WORK.CD68.
NOTE: The data set WORK.CD68 has 117 observations and 23 variables.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
63
64 PROC transpose data = cd68 out = cd68_no_insulin (rename=( a=Head b=Body c=Tail));
65 by case match_group hospbin age_group;
66 id sample_type2;
67 var percent_CD68;
68 run;
NOTE: There were 117 observations read from the data set WORK.CD68.
NOTE: The data set WORK.CD68_NO_INSULIN has 39 observations and 9 variables.
NOTE: PROCEDURE TRANSPOSE used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
69 ods html5 close;ods listing;
70
DATA insulin;
set files.insulin;
if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
run;
PROC sort data = insulin;
by case match_group hospbin age_group;
run;
PROC transpose data = insulin out = insulin1 (rename =( a = Head b = Body c = Tail));
by case match_group hospbin age_group;
id sample_type2;
var percent_insulin;
run;
proc PRINT data=insulin;
run;
The SAS System
Obs | Case | sample_type2 | hospbin | match_group | oppc_ageR | age_group | percent_insulin |
---|---|---|---|---|---|---|---|
1 | 6003 | A | 3 | 6 | 23 | 3 | 1.8283 |
2 | 6003 | B | 3 | 6 | 23 | 3 | 2.5740066667 |
3 | 6003 | C | 3 | 6 | 23 | 3 | 2.4044566667 |
4 | 6005 | A | 9 | 1 | 5 | 1 | 2.80085 |
5 | 6005 | B | 9 | 1 | 5 | 1 | 2.0971 |
6 | 6005 | C | 9 | 1 | 5 | 1 | 2.1478833333 |
7 | 6007 | A | 9 | 3 | 9 | 1 | 1.9701133333 |
8 | 6007 | B | 9 | 3 | 9 | 1 | 1.6219533333 |
9 | 6007 | C | 9 | 3 | 9 | 1 | 1.6327533333 |
10 | 6008 | A | 9 | 7 | 50 | 3 | 0.7234663333 |
11 | 6008 | B | 9 | 7 | 50 | 3 | 0.505701 |
12 | 6008 | C | 9 | 7 | 50 | 3 | 1.032517 |
13 | 6011 | A | 9 | 5 | 46 | 3 | 1.0369433333 |
14 | 6011 | B | 9 | 5 | 46 | 3 | 1.11986 |
15 | 6011 | C | 9 | 5 | 46 | 3 | 3.86339 |
16 | 6019 | A | 9 | 9 | 42 | 3 | 1.0779206667 |
17 | 6019 | B | 9 | 9 | 42 | 3 | 2.26666 |
18 | 6019 | C | 9 | 9 | 42 | 3 | 1.3961166667 |
19 | 6047 | A | 6 | 10 | 7.8 | 1 | 1.7823366667 |
20 | 6047 | B | 6 | 10 | 7.8 | 1 | 1.0935966667 |
21 | 6047 | C | 6 | 10 | 7.8 | 1 | 2.1224433333 |
22 | 6048 | A | 3 | 11 | 30 | 3 | 0.917634 |
23 | 6048 | B | 3 | 11 | 30 | 3 | 1.5497353333 |
24 | 6048 | C | 3 | 11 | 30 | 3 | 1.6243343333 |
25 | 6057 | A | 9 | 10 | 22 | 3 | 2.2846133333 |
26 | 6057 | B | 9 | 10 | 22 | 3 | 2.07547 |
27 | 6057 | C | 9 | 10 | 22 | 3 | 2.8383833333 |
28 | 6060 | A | 9 | 6 | 24 | 3 | 1.005877 |
29 | 6060 | B | 9 | 6 | 24 | 3 | 1.2035643333 |
30 | 6060 | C | 9 | 6 | 24 | 3 | 2.1855966667 |
31 | 6073 | A | 3 | 14 | 19.2 | 2 | 1.93746 |
32 | 6073 | B | 3 | 14 | 19.2 | 2 | 1.1759 |
33 | 6073 | C | 3 | 14 | 19.2 | 2 | 1.2178266667 |
34 | 6099 | A | 3 | 8 | 14.2 | 2 | 1.2174466667 |
35 | 6099 | B | 3 | 8 | 14.2 | 2 | 1.8557933333 |
36 | 6099 | C | 3 | 8 | 14.2 | 2 | 2.6249333333 |
37 | 6104 | A | 6 | 11 | 41 | 3 | 0.6244473333 |
38 | 6104 | B | 6 | 11 | 41 | 3 | 1.130861 |
39 | 6104 | C | 6 | 11 | 41 | 3 | 1.3389946667 |
40 | 6106 | A | 3 | 1 | 2.9 | 1 | 3.0632966667 |
41 | 6106 | B | 3 | 1 | 2.9 | 1 | 2.0135853333 |
42 | 6106 | C | 3 | 1 | 2.9 | 1 | 2.9010466667 |
43 | 6115 | A | 9 | 13 | 0.42 | 1 | 4.6895266667 |
44 | 6115 | B | 9 | 13 | 0.42 | 1 | 4.7205266667 |
45 | 6115 | C | 9 | 13 | 0.42 | 1 | 6.3141333333 |
46 | 6117 | A | 6 | 1 | 0.33 | 1 | 4.0546866667 |
47 | 6117 | B | 6 | 1 | 0.33 | 1 | 3.8187953333 |
48 | 6117 | C | 6 | 1 | 0.33 | 1 | 6.25566 |
49 | 6126 | A | 6 | 4 | 25.2 | 3 | 1.0027426667 |
50 | 6126 | B | 6 | 4 | 25.2 | 3 | 0.7686986667 |
51 | 6126 | C | 6 | 4 | 25.2 | 3 | 1.263569 |
52 | 6129 | A | 6 | 7 | 42.9 | 3 | 1.2439966667 |
53 | 6129 | B | 6 | 7 | 42.9 | 3 | 1.2644833333 |
54 | 6129 | C | 6 | 7 | 42.9 | 3 | 2.4633066667 |
55 | 6131 | A | 3 | 4 | 24.2 | 3 | 1.4713433333 |
56 | 6131 | B | 3 | 4 | 24.2 | 3 | 1.67022 |
57 | 6131 | C | 3 | 4 | 24.2 | 3 | 2.85991 |
58 | 6134 | A | 3 | 13 | 26.7 | 3 | 0.6421466667 |
59 | 6134 | B | 3 | 13 | 26.7 | 3 | 1.197635 |
60 | 6134 | C | 3 | 13 | 26.7 | 3 | 1.2266576667 |
61 | 6140 | A | 9 | 11 | 38 | 3 | 1.3909406667 |
62 | 6140 | B | 9 | 11 | 38 | 3 | 1.063971 |
63 | 6140 | C | 9 | 11 | 38 | 3 | 1.6712033333 |
64 | 6144 | A | 9 | 15 | 7.5 | 1 | 1.6490833333 |
65 | 6144 | B | 9 | 15 | 7.5 | 1 | 1.8886733333 |
66 | 6144 | C | 9 | 15 | 7.5 | 1 | 3.05935 |
67 | 6162 | A | 3 | 9 | 22.7 | 3 | 0.8367403333 |
68 | 6162 | B | 3 | 9 | 22.7 | 3 | 0.9931223333 |
69 | 6162 | C | 3 | 9 | 22.7 | 3 | 1.45839 |
70 | 6165 | A | 6 | 5 | 45.8 | 3 | 0.7183803333 |
71 | 6165 | B | 6 | 5 | 45.8 | 3 | 0.5528716667 |
72 | 6165 | C | 6 | 5 | 45.8 | 3 | 0.865764 |
73 | 6172 | A | 9 | 14 | 19.2 | 2 | 2.7757233333 |
74 | 6172 | B | 9 | 14 | 19.2 | 2 | 2.45087 |
75 | 6172 | C | 9 | 14 | 19.2 | 2 | 2.8240766667 |
76 | 6174 | A | 3 | 3 | 20.8 | 3 | 1.4925566667 |
77 | 6174 | B | 3 | 3 | 20.8 | 3 | 0.9973946667 |
78 | 6174 | C | 3 | 3 | 20.8 | 3 | 1.7100066667 |
79 | 6178 | A | 9 | 8 | 24.5 | 3 | 1.43543 |
80 | 6178 | B | 9 | 8 | 24.5 | 3 | 0.579835 |
81 | 6178 | C | 9 | 8 | 24.5 | 3 | 1.709 |
82 | 6179 | A | 9 | 4 | 21.8 | 3 | 0.8361326667 |
83 | 6179 | B | 9 | 4 | 21.8 | 3 | 0.6573286667 |
84 | 6179 | C | 9 | 4 | 21.8 | 3 | 1.1253213333 |
85 | 6187 | A | 6 | 13 | 0.33 | 1 | 8.3023366667 |
86 | 6187 | B | 6 | 13 | 0.33 | 1 | 8.1725033333 |
87 | 6187 | C | 6 | 13 | 0.33 | 1 | 9.5139033333 |
88 | 6200 | A | 3 | 15 | 0.0065753425 | 1 | 18.724866667 |
89 | 6200 | B | 3 | 15 | 0.0065753425 | 1 | 13.30311 |
90 | 6200 | C | 3 | 15 | 0.0065753425 | 1 | 14.342366667 |
91 | 6219 | A | 6 | 15 | 0.5 | 1 | 5.68479 |
92 | 6219 | B | 6 | 15 | 0.5 | 1 | 3.84164 |
93 | 6219 | C | 6 | 15 | 0.5 | 1 | 3.0985266667 |
94 | 6229 | A | 6 | 8 | 31 | 3 | 2.2153966667 |
95 | 6229 | B | 6 | 8 | 31 | 3 | 3.0677333333 |
96 | 6229 | C | 6 | 8 | 31 | 3 | 4.2785833333 |
97 | 6230 | A | 6 | 3 | 16 | 2 | 1.1613076667 |
98 | 6230 | B | 6 | 3 | 16 | 2 | 0.6409103333 |
99 | 6230 | C | 6 | 3 | 16 | 2 | 1.153724 |
100 | 6235 | A | 3 | 7 | 30 | 3 | 1.1162433333 |
101 | 6235 | B | 3 | 7 | 30 | 3 | 0.8294196667 |
102 | 6235 | C | 3 | 7 | 30 | 3 | 1.0368146667 |
103 | 6250 | A | 3 | 5 | 40 | 3 | 2.08171 |
104 | 6250 | B | 3 | 5 | 40 | 3 | 1.2777566667 |
105 | 6250 | C | 3 | 5 | 40 | 3 | 2.07871 |
106 | 6251 | A | 6 | 6 | 33 | 3 | 0.887811 |
107 | 6251 | B | 6 | 6 | 33 | 3 | 1.015094 |
108 | 6251 | C | 6 | 6 | 33 | 3 | 1.2318556667 |
109 | 6254 | A | 6 | 9 | 38 | 3 | 1.5299233333 |
110 | 6254 | B | 6 | 9 | 38 | 3 | 1.4146366667 |
111 | 6254 | C | 6 | 9 | 38 | 3 | 2.4829633333 |
112 | 6278 | A | 3 | 10 | 10 | 1 | 2.6689533333 |
113 | 6278 | B | 3 | 10 | 10 | 1 | 2.7352133333 |
114 | 6278 | C | 3 | 10 | 10 | 1 | 3.4812766667 |
115 | 6279 | A | 6 | 14 | 19 | 2 | 2.1495866667 |
116 | 6279 | B | 6 | 14 | 19 | 2 | 1.6337966667 |
117 | 6279 | C | 6 | 14 | 19 | 2 | 3.5184733333 |
Need to export data for ESM Figure 2 generation
PROC export data=insulin
outfile="insulin.csv"
dbms=csv
replace;
run;
94 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
95
96 PROC export data=insulin
97 outfile="insulin.csv"
98 dbms=csv
99 replace;
100 run;
ERROR: Expecting page 1, got page -1 instead.
ERROR: Page validation error while reading SASUSER.PROFILE.CATALOG.
NOTE: Unable to open SASUSER.PROFILE. WORK.PROFILE will be opened instead.
NOTE: All profile changes will be lost at the end of the session.
101 /**********************************************************************
102 * PRODUCT: SAS
103 * VERSION: 9.4
104 * CREATOR: External File Interface
105 * DATE: 11SEP17
106 * DESC: Generated SAS Datastep Code
107 * TEMPLATE SOURCE: (None Specified.)
108 ***********************************************************************/
109 data _null_;
110 %let _EFIERR_ = 0; /* set the ERROR detection macro variable */
111 %let _EFIREC_ = 0; /* clear export record count macro variable */
112 file 'insulin.csv' delimiter=',' DSD DROPOVER lrecl=32767;
113 if _n_ = 1 then /* write column names or labels */
114 do;
115 put
116 "Case"
117 ','
118 "sample_type2"
119 ','
120 "hospbin"
121 ','
122 "match_group"
123 ','
124 "oppc_ageR"
125 ','
126 "age_group"
127 ','
128 "percent_insulin"
129 ;
130 end;
131 set INSULIN end=EFIEOD;
132 format Case best12. ;
133 format sample_type2 $1. ;
134 format hospbin best12. ;
135 format match_group best12. ;
136 format oppc_ageR best12. ;
137 format age_group best12. ;
138 format percent_insulin best12. ;
139 do;
140 EFIOUT + 1;
141 put Case @;
142 put sample_type2 $ @;
143 put hospbin @;
144 put match_group @;
145 put oppc_ageR @;
146 put age_group @;
147 put percent_insulin ;
148 ;
149 end;
150 if _ERROR_ then call symputx('_EFIERR_',1); /* set ERROR detection macro variable */
151 if EFIEOD then call symputx('_EFIREC_',EFIOUT);
152 run;
NOTE: The file 'insulin.csv' is:
Filename=/mnt/hgfs/myfolders/insulin.csv,
Owner Name=root,Group Name=vboxsf,
Access Permission=-rwxrwx---,
Last Modified=11Sep2017:22:25:07
NOTE: 118 records were written to the file 'insulin.csv'.
The minimum record length was 21.
The maximum record length was 73.
NOTE: There were 117 observations read from the data set WORK.INSULIN.
NOTE: DATA statement used (Total process time):
real time 0.04 seconds
cpu time 0.00 seconds
117 records created in insulin.csv from INSULIN.
NOTE: "insulin.csv" file was successfully created.
NOTE: PROCEDURE EXPORT used (Total process time):
real time 0.37 seconds
cpu time 0.06 seconds
153 ods html5 close;ods listing;
154
DATA ki67;
set files.ki67;
if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
run;
PROC sort data = ki67;
by case match_group hospbin age_group;
run;
PROC transpose data = ki67 out = ki67_no_insulin (rename = (a = Head b = Body c = Tail));
by case match_group hospbin age_group;
id sample_type2;
var percent_ki67;
run;
PROC transpose data = ki67 out = ki67_dual (rename = (a = Head b = Body c = Tail));
by case match_group hospbin age_group;
id sample_type2;
var percent_dual;
run;
156 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
157
158 DATA ki67;
159 set files.ki67;
160 if case=6222 or case=6092 or case=6107 then delete; *excluding pilot data from analysis;
161 run;
NOTE: There were 126 observations read from the data set FILES.KI67.
NOTE: The data set WORK.KI67 has 117 observations and 22 variables.
NOTE: DATA statement used (Total process time):
real time 0.03 seconds
cpu time 0.00 seconds
162
163 PROC sort data = ki67;
164 by case match_group hospbin age_group;
165 run;
NOTE: There were 117 observations read from the data set WORK.KI67.
NOTE: The data set WORK.KI67 has 117 observations and 22 variables.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
166
167 PROC transpose data = ki67 out = ki67_no_insulin (rename = (a = Head b = Body c = Tail));
168 by case match_group hospbin age_group;
169 id sample_type2;
170 var percent_ki67;
171 run;
NOTE: There were 117 observations read from the data set WORK.KI67.
NOTE: The data set WORK.KI67_NO_INSULIN has 39 observations and 9 variables.
NOTE: PROCEDURE TRANSPOSE used (Total process time):
real time 0.00 seconds
cpu time 0.01 seconds
172
173 PROC transpose data = ki67 out = ki67_dual (rename = (a = Head b = Body c = Tail));
174 by case match_group hospbin age_group;
175 id sample_type2;
176 var percent_dual;
177 run;
NOTE: There were 117 observations read from the data set WORK.KI67.
NOTE: The data set WORK.KI67_DUAL has 39 observations and 9 variables.
NOTE: PROCEDURE TRANSPOSE used (Total process time):
real time 0.00 seconds
cpu time 0.00 seconds
178 ods html5 close;ods listing;
179
Need to export data for ESM Figure 3 generation
PROC export data=ki67
outfile="ki67.csv"
dbms=csv
replace;
run;
181 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
182
183 PROC export data=ki67
184 outfile="ki67.csv"
185 dbms=csv
186 replace;
187 run;
188 /**********************************************************************
189 * PRODUCT: SAS
190 * VERSION: 9.4
191 * CREATOR: External File Interface
192 * DATE: 11SEP17
193 * DESC: Generated SAS Datastep Code
194 * TEMPLATE SOURCE: (None Specified.)
195 ***********************************************************************/
196 data _null_;
197 %let _EFIERR_ = 0; /* set the ERROR detection macro variable */
198 %let _EFIREC_ = 0; /* clear export record count macro variable */
199 file 'ki67.csv' delimiter=',' DSD DROPOVER lrecl=32767;
200 if _n_ = 1 then /* write column names or labels */
201 do;
202 put
203 "Case"
204 ','
205 "hospbin"
206 ','
207 "Sample_Type"
208 ','
209 "Block__"
210 ','
211 "Staff"
212 ','
213 "classified_area"
214 ','
215 "__acinar__endocrine_Area"
216 ','
217 "__other_Area"
218 ','
219 "Total_Cells"
220 ','
221 "percent_insulin"
222 ','
223 "percent_ki67"
224 ','
225 "percent_dual"
226 ','
227 "percent_negative"
228 ','
229 "tissue_area"
230 ','
231 "Ki67_Case_Average"
232 ','
233 "Ki67_Dual_Positive_Case_Average"
234 ','
235 "Q"
236 ','
237 "match_group"
238 ','
239 "oppc_ageR"
240 ','
241 "age_group"
242 ','
243 "sample_type1"
244 ','
245 "sample_type2"
246 ;
247 end;
248 set KI67 end=EFIEOD;
249 format Case best12. ;
250 format hospbin best12. ;
251 format Sample_Type $2. ;
252 format Block__ $3. ;
253 format Staff $6. ;
254 format classified_area comma15.5 ;
255 format __acinar__endocrine_Area best12. ;
256 format __other_Area best12. ;
257 format Total_Cells best12. ;
258 format percent_insulin best12. ;
259 format percent_ki67 comma15.5 ;
260 format percent_dual comma15.7 ;
261 format percent_negative best12. ;
262 format tissue_area best12. ;
263 format Ki67_Case_Average comma15.3 ;
264 format Ki67_Dual_Positive_Case_Average comma15.3 ;
265 format Q $1. ;
266 format match_group best12. ;
267 format oppc_ageR best12. ;
268 format age_group best12. ;
269 format sample_type1 $2. ;
270 format sample_type2 $1. ;
271 do;
272 EFIOUT + 1;
273 put Case @;
274 put hospbin @;
275 put Sample_Type $ @;
276 put Block__ $ @;
277 put Staff $ @;
278 put classified_area @;
279 put __acinar__endocrine_Area @;
280 put __other_Area @;
281 put Total_Cells @;
282 put percent_insulin @;
283 put percent_ki67 @;
284 put percent_dual @;
285 put percent_negative @;
286 put tissue_area @;
287 put Ki67_Case_Average @;
288 put Ki67_Dual_Positive_Case_Average @;
289 put Q $ @;
290 put match_group @;
291 put oppc_ageR @;
292 put age_group @;
293 put sample_type1 $ @;
294 put sample_type2 $ ;
295 ;
296 end;
297 if _ERROR_ then call symputx('_EFIERR_',1); /* set ERROR detection macro variable */
298 if EFIEOD then call symputx('_EFIREC_',EFIOUT);
299 run;
NOTE: The file 'ki67.csv' is:
Filename=/mnt/hgfs/myfolders/ki67.csv,
Owner Name=root,Group Name=vboxsf,
Access Permission=-rwxrwx---,
Last Modified=11Sep2017:22:25:08
NOTE: 118 records were written to the file 'ki67.csv'.
The minimum record length was 96.
The maximum record length was 285.
NOTE: There were 117 observations read from the data set WORK.KI67.
NOTE: DATA statement used (Total process time):
real time 0.03 seconds
cpu time 0.01 seconds
117 records created in ki67.csv from KI67.
NOTE: "ki67.csv" file was successfully created.
NOTE: PROCEDURE EXPORT used (Total process time):
real time 0.28 seconds
cpu time 0.04 seconds
300 ods html5 close;ods listing;
301
See main text for details. In brief, p-values from univariate between subjects effects testing are used directly, since it is not reliant upon the Huynh-Feldt (HF) condition being met. p-values for within subjects effects testing are determined by first checking for sphericity. If orthogonal components significant, greenhouse-geisser p-values from univariate within subjects effects table are used. Otherwise, unadjusted univariate p-values were used for both between and within subjects effects, including the interaction term.
/*6 = '^{unicode 2265}3 to 6 days' something to do with unicode */
PROC format;
value $pancorder
'A' = 'Head'
'B' = 'Body'
'C' = 'Tail';
value hospname
3 = "<3 "
6 = "(*ESC*){unicode '2265'x}3, <6"
9 = "(*ESC*){unicode '2265'x}6 ";
value agename
1 = "<12 "
2 = "(*ESC*){unicode '2265'x}12, <20"
3 = "(*ESC*){unicode '2265'x}20 ";
run;
303 ods listing close;ods html5 file=stdout options(bitmap_mode='inline') device=png; ods graphics on / outputfmt=png;
NOTE: Writing HTML5 Body file: STDOUT
304
305 /*6 = '^{unicode 2265}3 to 6 days' something to do with unicode */
306 PROC format;
307 value $pancorder
308 'A' = 'Head'
309 'B' = 'Body'
NOTE: Format $PANCORDER has been output.
310 'C' = 'Tail';
311 value hospname
312 3 = "<3 "
313 6 = "(*ESC*){unicode '2265'x}3, <6"
NOTE: Format HOSPNAME has been output.
314 9 = "(*ESC*){unicode '2265'x}6 ";
315 value agename
316 1 = "<12 "
317 2 = "(*ESC*){unicode '2265'x}12, <20"
NOTE: Format AGENAME has been output.
318 3 = "(*ESC*){unicode '2265'x}20 ";
319 run;
NOTE: PROCEDURE FORMAT used (Total process time):
real time 0.02 seconds
cpu time 0.01 seconds
320 ods html5 close;ods listing;
321
Statistical analysis model
/*to perform sphericity tests and model p-values*/
PROC glm data=cd45_no_insulin;
class hospbin age_group;
model Head Body Tail= hospbin|age_group /nouni;
*nouni to suppress display of univariate stats;
*solution not used to display parameter estimates;
*clparm not used to display confidence limits for parameter estimates;
repeated sample_type2 / short printe;
*short for abbreviated version of output;
*printe provides e matrix, sphericity tests, partial correlations;
lsmeans hospbin|age_group / out=cd45_lsmeans (drop=stderr);
run;
quit;
/*to obtain all LSmeans and SE values, perform individual comparisons, retrieve differences and assoc. confidence intervals*/
ods output diffs=cd45_lsmeans_diff;
PROC mixed data=cd45;
class case hospbin age_group sample_type2;
model percent_cd45=hospbin|age_group|sample_type2;
repeated sample_type2/ subject=case(hospbin) type=un;
lsmeans hospbin|age_group|sample_type2 /adjust=tukey cl pdiff alpha=0.05;
run;
ods output close;
The SAS System
The GLM Procedure
Class Level Information | ||
---|---|---|
Class | Levels | Values |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
Number of Observations Read | 39 |
---|---|
Number of Observations Used | 39 |
The SAS System
The GLM Procedure
Repeated Measures Analysis of Variance
Repeated Measures Level Information | |||
---|---|---|---|
Dependent Variable | Head | Body | Tail |
Level of sample_type2 | 1 | 2 | 3 |
Partial Correlation Coefficients from the Error SSCP Matrix / Prob > |r| | |||
---|---|---|---|
DF = 30 | Head | Body | Tail |
Head |
1.000000
|
0.853941
<.0001
|
0.899225
<.0001
|
Body |
0.853941
<.0001
|
1.000000
|
0.945839
<.0001
|
Tail |
0.899225
<.0001
|
0.945839
<.0001
|
1.000000
|
E = Error SSCP Matrix sample_type2_N represents the contrast between the nth level of sample_type2 and the last |
||
---|---|---|
sample_type2_1 | sample_type2_2 | |
sample_type2_1 | 144.436 | 61.872 |
sample_type2_2 | 61.872 | 80.400 |
Partial Correlation Coefficients from the Error SSCP Matrix of the Variables Defined by the Specified Transformation / Prob > |r| | ||
---|---|---|
DF = 30 | sample_type2_1 | sample_type2_2 |
sample_type2_1 |
1.000000
|
0.574155
0.0007
|
sample_type2_2 |
0.574155
0.0007
|
1.000000
|
Sphericity Tests | ||||
---|---|---|---|---|
Variables | DF | Mauchly's Criterion | Chi-Square | Pr > ChiSq |
Transformed Variates | 2 | 0.6159692 | 14.052192 | 0.0009 |
Orthogonal Components | 2 | 0.8793648 | 3.7281087 | 0.1550 |
MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no sample_type2 Effect H = Type III SSCP Matrix for sample_type2 E = Error SSCP Matrix S=1 M=0 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
Wilks' Lambda | 0.77164509 | 4.29 | 2 | 29 | 0.0233 |
Pillai's Trace | 0.22835491 | 4.29 | 2 | 29 | 0.0233 |
Hotelling-Lawley Trace | 0.29593257 | 4.29 | 2 | 29 | 0.0233 |
Roy's Greatest Root | 0.29593257 | 4.29 | 2 | 29 | 0.0233 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin Effect H = Type III SSCP Matrix for sample_type2*hospbin E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.95826634 | 0.31 | 4 | 58 | 0.8686 |
Pillai's Trace | 0.04202564 | 0.32 | 4 | 60 | 0.8622 |
Hotelling-Lawley Trace | 0.04324652 | 0.31 | 4 | 33.787 | 0.8691 |
Roy's Greatest Root | 0.03438543 | 0.52 | 2 | 30 | 0.6022 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*age_group Effect H = Type III SSCP Matrix for sample_type2*age_group E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.82215686 | 1.49 | 4 | 58 | 0.2166 |
Pillai's Trace | 0.18300948 | 1.51 | 4 | 60 | 0.2104 |
Hotelling-Lawley Trace | 0.21002904 | 1.51 | 4 | 33.787 | 0.2222 |
Roy's Greatest Root | 0.17389247 | 2.61 | 2 | 30 | 0.0903 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin*age_group Effect H = Type III SSCP Matrix for sample_type2*hospbin*age_group E = Error SSCP Matrix S=2 M=0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.77878419 | 0.97 | 8 | 58 | 0.4718 |
Pillai's Trace | 0.23077470 | 0.98 | 8 | 60 | 0.4617 |
Hotelling-Lawley Trace | 0.27177865 | 0.97 | 8 | 39.176 | 0.4757 |
Roy's Greatest Root | 0.21457726 | 1.61 | 4 | 30 | 0.1977 |
The SAS System
The GLM Procedure
Repeated Measures Analysis of Variance
Tests of Hypotheses for Between Subjects Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F |
---|---|---|---|---|---|
hospbin | 2 | 9.095703 | 4.547852 | 0.12 | 0.8893 |
age_group | 2 | 38.711772 | 19.355886 | 0.50 | 0.6107 |
hospbin*age_group | 4 | 107.437759 | 26.859440 | 0.70 | 0.6009 |
Error | 30 | 1158.413425 | 38.613781 |
The SAS System
The GLM Procedure
Repeated Measures Analysis of Variance
Univariate Tests of Hypotheses for Within Subject Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F | Adj Pr > F | |
---|---|---|---|---|---|---|---|
G - G | H-F-L | ||||||
sample_type2 | 2 | 16.9601417 | 8.4800709 | 4.68 | 0.0129 | 0.0163 | 0.0145 |
sample_type2*hospbin | 4 | 1.8938107 | 0.4734527 | 0.26 | 0.9015 | 0.8833 | 0.8926 |
sample_type2*age_group | 4 | 13.7670183 | 3.4417546 | 1.90 | 0.1220 | 0.1307 | 0.1264 |
sample_type2*hospbin*age_group | 8 | 16.1038820 | 2.0129853 | 1.11 | 0.3684 | 0.3696 | 0.3691 |
Error(sample_type2) | 60 | 108.6423203 | 1.8107053 |
Greenhouse-Geisser Epsilon | 0.8924 |
---|---|
Huynh-Feldt-Lecoutre Epsilon | 0.9450 |
The SAS System
The GLM Procedure
Least Squares Means
hospbin | Head LSMEAN |
---|---|
3 | 3.97633139 |
6 | 3.64361595 |
9 | 4.86435500 |
hospbin | Body LSMEAN |
---|---|
3 | 4.21742319 |
6 | 4.17155869 |
9 | 4.61384008 |
hospbin | Tail LSMEAN |
---|---|
3 | 5.35137056 |
6 | 4.70966214 |
9 | 5.66879708 |
age_group | Head LSMEAN |
---|---|
1 | 4.49802806 |
2 | 3.47979117 |
3 | 4.50648312 |
age_group | Body LSMEAN |
---|---|
1 | 4.37508161 |
2 | 3.28959667 |
3 | 5.33814369 |
age_group | Tail LSMEAN |
---|---|
1 | 4.55677139 |
2 | 4.76605417 |
3 | 6.40700423 |
hospbin | age_group | Head LSMEAN |
---|---|---|
3 | 1 | 3.46834667 |
3 | 2 | 5.05541500 |
3 | 3 | 3.40523250 |
6 | 1 | 4.36122750 |
6 | 2 | 2.08444850 |
6 | 3 | 4.48517186 |
9 | 1 | 5.66451000 |
9 | 2 | 3.29951000 |
9 | 3 | 5.62904500 |
hospbin | age_group | Body LSMEAN |
---|---|---|
3 | 1 | 3.52531333 |
3 | 2 | 5.50029000 |
3 | 3 | 3.62666625 |
6 | 1 | 4.99802750 |
6 | 2 | 1.68586000 |
6 | 3 | 5.83078857 |
9 | 1 | 4.60190400 |
9 | 2 | 2.68264000 |
9 | 3 | 6.55697625 |
hospbin | age_group | Tail LSMEAN |
---|---|---|
3 | 1 | 4.18222667 |
3 | 2 | 7.61160000 |
3 | 3 | 4.26028500 |
6 | 1 | 4.56364250 |
6 | 2 | 1.84092250 |
6 | 3 | 7.72442143 |
9 | 1 | 4.92444500 |
9 | 2 | 4.84564000 |
9 | 3 | 7.23630625 |
The SAS System
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.CD45 |
Dependent Variable | percent_cd45 |
Covariance Structure | Unstructured |
Subject Effect | Case(hospbin) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
sample_type2 | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 6 |
Columns in X | 64 |
Columns in Z | 0 |
Subjects | 39 |
Max Obs per Subject | 3 |
Number of Observations | |
---|---|
Number of Observations Read | 117 |
Number of Observations Used | 117 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 527.51353740 | |
1 | 1 | 405.87052007 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(hospbin) | 9.5215 |
UN(2,1) | Case(hospbin) | 9.2874 |
UN(2,2) | Case(hospbin) | 12.4230 |
UN(3,1) | Case(hospbin) | 12.4988 |
UN(3,2) | Case(hospbin) | 15.0169 |
UN(3,3) | Case(hospbin) | 20.2907 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | 405.9 |
AIC (Smaller is Better) | 417.9 |
AICC (Smaller is Better) | 418.9 |
BIC (Smaller is Better) | 427.9 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
5 | 121.64 | <.0001 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
hospbin | 2 | 30 | 0.12 | 0.8893 |
age_group | 2 | 30 | 0.50 | 0.6107 |
hospbin*age_group | 4 | 30 | 0.70 | 0.6009 |
sample_type2 | 2 | 30 | 4.44 | 0.0205 |
hospbin*sample_type2 | 4 | 30 | 0.32 | 0.8594 |
age_group*sample_typ | 4 | 30 | 1.58 | 0.2064 |
hospbi*age_gr*sample | 8 | 30 | 1.02 | 0.4432 |
Least Squares Means | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
hospbin | 3 | 4.5150 | 1.1707 | 30 | 3.86 | 0.0006 | 0.05 | 2.1241 | 6.9059 | ||
hospbin | 6 | 4.1749 | 1.1300 | 30 | 3.69 | 0.0009 | 0.05 | 1.8672 | 6.4827 | ||
hospbin | 9 | 5.0490 | 1.4023 | 30 | 3.60 | 0.0011 | 0.05 | 2.1851 | 7.9129 | ||
age_group | 1 | 4.4766 | 1.0917 | 30 | 4.10 | 0.0003 | 0.05 | 2.2471 | 6.7062 | ||
age_group | 2 | 3.8451 | 1.6912 | 30 | 2.27 | 0.0303 | 0.05 | 0.3912 | 7.2991 | ||
age_group | 3 | 5.4172 | 0.7496 | 30 | 7.23 | <.0001 | 0.05 | 3.8864 | 6.9480 | ||
hospbin*age_group | 3 | 1 | 3.7253 | 2.0713 | 30 | 1.80 | 0.0822 | 0.05 | -0.5049 | 7.9555 | |
hospbin*age_group | 3 | 2 | 6.0558 | 2.5369 | 30 | 2.39 | 0.0235 | 0.05 | 0.8748 | 11.2367 | |
hospbin*age_group | 3 | 3 | 3.7641 | 1.2684 | 30 | 2.97 | 0.0058 | 0.05 | 1.1736 | 6.3545 | |
hospbin*age_group | 6 | 1 | 4.6410 | 1.7938 | 30 | 2.59 | 0.0148 | 0.05 | 0.9775 | 8.3044 | |
hospbin*age_group | 6 | 2 | 1.8704 | 2.5369 | 30 | 0.74 | 0.4667 | 0.05 | -3.3105 | 7.0514 | |
hospbin*age_group | 6 | 3 | 6.0135 | 1.3560 | 30 | 4.43 | 0.0001 | 0.05 | 3.2441 | 8.7828 | |
hospbin*age_group | 9 | 1 | 5.0636 | 1.7938 | 30 | 2.82 | 0.0084 | 0.05 | 1.4001 | 8.7271 | |
hospbin*age_group | 9 | 2 | 3.6093 | 3.5877 | 30 | 1.01 | 0.3225 | 0.05 | -3.7177 | 10.9362 | |
hospbin*age_group | 9 | 3 | 6.4741 | 1.2684 | 30 | 5.10 | <.0001 | 0.05 | 3.8836 | 9.0646 | |
sample_type2 | A | 4.1614 | 0.6158 | 30 | 6.76 | <.0001 | 0.05 | 2.9038 | 5.4191 | ||
sample_type2 | B | 4.3343 | 0.7034 | 30 | 6.16 | <.0001 | 0.05 | 2.8977 | 5.7709 | ||
sample_type2 | C | 5.2433 | 0.8990 | 30 | 5.83 | <.0001 | 0.05 | 3.4073 | 7.0792 | ||
hospbin*sample_type2 | A | 3 | 3.9763 | 1.0069 | 30 | 3.95 | 0.0004 | 0.05 | 1.9200 | 6.0327 | |
hospbin*sample_type2 | B | 3 | 4.2174 | 1.1501 | 30 | 3.67 | 0.0009 | 0.05 | 1.8685 | 6.5663 | |
hospbin*sample_type2 | C | 3 | 5.3514 | 1.4699 | 30 | 3.64 | 0.0010 | 0.05 | 2.3494 | 8.3533 | |
hospbin*sample_type2 | A | 6 | 3.6436 | 0.9719 | 30 | 3.75 | 0.0008 | 0.05 | 1.6587 | 5.6285 | |
hospbin*sample_type2 | B | 6 | 4.1716 | 1.1102 | 30 | 3.76 | 0.0007 | 0.05 | 1.9043 | 6.4388 | |
hospbin*sample_type2 | C | 6 | 4.7097 | 1.4188 | 30 | 3.32 | 0.0024 | 0.05 | 1.8121 | 7.6072 | |
hospbin*sample_type2 | A | 9 | 4.8644 | 1.2061 | 30 | 4.03 | 0.0003 | 0.05 | 2.4012 | 7.3275 | |
hospbin*sample_type2 | B | 9 | 4.6138 | 1.3777 | 30 | 3.35 | 0.0022 | 0.05 | 1.8003 | 7.4274 | |
hospbin*sample_type2 | C | 9 | 5.6688 | 1.7607 | 30 | 3.22 | 0.0031 | 0.05 | 2.0730 | 9.2646 | |
age_group*sample_typ | A | 1 | 4.4980 | 0.9389 | 30 | 4.79 | <.0001 | 0.05 | 2.5804 | 6.4156 | |
age_group*sample_typ | B | 1 | 4.3751 | 1.0725 | 30 | 4.08 | 0.0003 | 0.05 | 2.1847 | 6.5654 | |
age_group*sample_typ | C | 1 | 4.5568 | 1.3707 | 30 | 3.32 | 0.0023 | 0.05 | 1.7575 | 7.3561 | |
age_group*sample_typ | A | 2 | 3.4798 | 1.4546 | 30 | 2.39 | 0.0232 | 0.05 | 0.5091 | 6.4505 | |
age_group*sample_typ | B | 2 | 3.2896 | 1.6615 | 30 | 1.98 | 0.0570 | 0.05 | -0.1037 | 6.6829 | |
age_group*sample_typ | C | 2 | 4.7661 | 2.1235 | 30 | 2.24 | 0.0323 | 0.05 | 0.4294 | 9.1027 | |
age_group*sample_typ | A | 3 | 4.5065 | 0.6447 | 30 | 6.99 | <.0001 | 0.05 | 3.1899 | 5.8231 | |
age_group*sample_typ | B | 3 | 5.3381 | 0.7364 | 30 | 7.25 | <.0001 | 0.05 | 3.8342 | 6.8421 | |
age_group*sample_typ | C | 3 | 6.4070 | 0.9411 | 30 | 6.81 | <.0001 | 0.05 | 4.4850 | 8.3290 | |
hospbi*age_gr*sample | A | 3 | 1 | 3.4683 | 1.7815 | 30 | 1.95 | 0.0610 | 0.05 | -0.1700 | 7.1067 |
hospbi*age_gr*sample | B | 3 | 1 | 3.5253 | 2.0349 | 30 | 1.73 | 0.0935 | 0.05 | -0.6306 | 7.6812 |
hospbi*age_gr*sample | C | 3 | 1 | 4.1822 | 2.6007 | 30 | 1.61 | 0.1183 | 0.05 | -1.1291 | 9.4935 |
hospbi*age_gr*sample | A | 3 | 2 | 5.0554 | 2.1819 | 30 | 2.32 | 0.0275 | 0.05 | 0.5994 | 9.5115 |
hospbi*age_gr*sample | B | 3 | 2 | 5.5003 | 2.4923 | 30 | 2.21 | 0.0351 | 0.05 | 0.4104 | 10.5902 |
hospbi*age_gr*sample | C | 3 | 2 | 7.6116 | 3.1852 | 30 | 2.39 | 0.0233 | 0.05 | 1.1066 | 14.1166 |
hospbi*age_gr*sample | A | 3 | 3 | 3.4052 | 1.0910 | 30 | 3.12 | 0.0040 | 0.05 | 1.1772 | 5.6333 |
hospbi*age_gr*sample | B | 3 | 3 | 3.6267 | 1.2461 | 30 | 2.91 | 0.0067 | 0.05 | 1.0817 | 6.1716 |
hospbi*age_gr*sample | C | 3 | 3 | 4.2603 | 1.5926 | 30 | 2.68 | 0.0120 | 0.05 | 1.0078 | 7.5128 |
hospbi*age_gr*sample | A | 6 | 1 | 4.3612 | 1.5428 | 30 | 2.83 | 0.0083 | 0.05 | 1.2103 | 7.5121 |
hospbi*age_gr*sample | B | 6 | 1 | 4.9980 | 1.7623 | 30 | 2.84 | 0.0081 | 0.05 | 1.3989 | 8.5972 |
hospbi*age_gr*sample | C | 6 | 1 | 4.5636 | 2.2523 | 30 | 2.03 | 0.0517 | 0.05 | -0.03609 | 9.1634 |
hospbi*age_gr*sample | A | 6 | 2 | 2.0844 | 2.1819 | 30 | 0.96 | 0.3470 | 0.05 | -2.3716 | 6.5405 |
hospbi*age_gr*sample | B | 6 | 2 | 1.6859 | 2.4923 | 30 | 0.68 | 0.5039 | 0.05 | -3.4041 | 6.7758 |
hospbi*age_gr*sample | C | 6 | 2 | 1.8409 | 3.1852 | 30 | 0.58 | 0.5676 | 0.05 | -4.6641 | 8.3459 |
hospbi*age_gr*sample | A | 6 | 3 | 4.4852 | 1.1663 | 30 | 3.85 | 0.0006 | 0.05 | 2.1033 | 6.8670 |
hospbi*age_gr*sample | B | 6 | 3 | 5.8308 | 1.3322 | 30 | 4.38 | 0.0001 | 0.05 | 3.1101 | 8.5515 |
hospbi*age_gr*sample | C | 6 | 3 | 7.7244 | 1.7025 | 30 | 4.54 | <.0001 | 0.05 | 4.2474 | 11.2015 |
hospbi*age_gr*sample | A | 9 | 1 | 5.6645 | 1.5428 | 30 | 3.67 | 0.0009 | 0.05 | 2.5136 | 8.8154 |
hospbi*age_gr*sample | B | 9 | 1 | 4.6019 | 1.7623 | 30 | 2.61 | 0.0139 | 0.05 | 1.0028 | 8.2010 |
hospbi*age_gr*sample | C | 9 | 1 | 4.9244 | 2.2523 | 30 | 2.19 | 0.0367 | 0.05 | 0.3247 | 9.5242 |
hospbi*age_gr*sample | A | 9 | 2 | 3.2995 | 3.0857 | 30 | 1.07 | 0.2935 | 0.05 | -3.0023 | 9.6013 |
hospbi*age_gr*sample | B | 9 | 2 | 2.6826 | 3.5246 | 30 | 0.76 | 0.4525 | 0.05 | -4.5156 | 9.8809 |
hospbi*age_gr*sample | C | 9 | 2 | 4.8456 | 4.5045 | 30 | 1.08 | 0.2906 | 0.05 | -4.3538 | 14.0451 |
hospbi*age_gr*sample | A | 9 | 3 | 5.6290 | 1.0910 | 30 | 5.16 | <.0001 | 0.05 | 3.4010 | 7.8571 |
hospbi*age_gr*sample | B | 9 | 3 | 6.5570 | 1.2461 | 30 | 5.26 | <.0001 | 0.05 | 4.0120 | 9.1019 |
hospbi*age_gr*sample | C | 9 | 3 | 7.2363 | 1.5926 | 30 | 4.54 | <.0001 | 0.05 | 3.9838 | 10.4888 |
Differences of Least Squares Means | ||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | _sample_type2 | hospbin | _age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
hospbin | 3 | 6 | 0.3401 | 1.6271 | 30 | 0.21 | 0.8358 | Tukey-Kramer | 0.9762 | 0.05 | -2.9829 | 3.6631 | -3.6711 | 4.3513 | ||||
hospbin | 3 | 9 | -0.5340 | 1.8267 | 30 | -0.29 | 0.7721 | Tukey-Kramer | 0.9541 | 0.05 | -4.2647 | 3.1968 | -5.0373 | 3.9694 | ||||
hospbin | 6 | 9 | -0.8741 | 1.8009 | 30 | -0.49 | 0.6310 | Tukey-Kramer | 0.8788 | 0.05 | -4.5520 | 2.8039 | -5.3138 | 3.5657 | ||||
age_group | 1 | 2 | 0.6315 | 2.0130 | 30 | 0.31 | 0.7559 | Tukey-Kramer | 0.9473 | 0.05 | -3.4796 | 4.7425 | -4.3310 | 5.5940 | ||||
age_group | 1 | 3 | -0.9406 | 1.3242 | 30 | -0.71 | 0.4830 | Tukey-Kramer | 0.7593 | 0.05 | -3.6451 | 1.7639 | -4.2052 | 2.3240 | ||||
age_group | 2 | 3 | -1.5721 | 1.8499 | 30 | -0.85 | 0.4022 | Tukey-Kramer | 0.6755 | 0.05 | -5.3501 | 2.2059 | -6.1325 | 2.9884 | ||||
hospbin*age_group | 3 | 1 | 3 | 2 | -2.3305 | 3.2751 | 30 | -0.71 | 0.4822 | Tukey-Kramer | 0.9982 | 0.05 | -9.0190 | 4.3581 | -13.2610 | 8.6001 | ||
hospbin*age_group | 3 | 1 | 3 | 3 | -0.03877 | 2.4289 | 30 | -0.02 | 0.9874 | Tukey-Kramer | 1.0000 | 0.05 | -4.9991 | 4.9216 | -8.1451 | 8.0675 | ||
hospbin*age_group | 3 | 1 | 6 | 1 | -0.9157 | 2.7401 | 30 | -0.33 | 0.7406 | Tukey-Kramer | 1.0000 | 0.05 | -6.5117 | 4.6804 | -10.0608 | 8.2295 | ||
hospbin*age_group | 3 | 1 | 6 | 2 | 1.8549 | 3.2751 | 30 | 0.57 | 0.5754 | Tukey-Kramer | 0.9997 | 0.05 | -4.8337 | 8.5435 | -9.0756 | 12.7854 | ||
hospbin*age_group | 3 | 1 | 6 | 3 | -2.2882 | 2.4757 | 30 | -0.92 | 0.3627 | Tukey-Kramer | 0.9896 | 0.05 | -7.3443 | 2.7679 | -10.5509 | 5.9745 | ||
hospbin*age_group | 3 | 1 | 9 | 1 | -1.3383 | 2.7401 | 30 | -0.49 | 0.6288 | Tukey-Kramer | 0.9999 | 0.05 | -6.9344 | 4.2577 | -10.4835 | 7.8068 | ||
hospbin*age_group | 3 | 1 | 9 | 2 | 0.1160 | 4.1427 | 30 | 0.03 | 0.9778 | Tukey-Kramer | 1.0000 | 0.05 | -8.3444 | 8.5765 | -13.7101 | 13.9422 | ||
hospbin*age_group | 3 | 1 | 9 | 3 | -2.7488 | 2.4289 | 30 | -1.13 | 0.2667 | Tukey-Kramer | 0.9643 | 0.05 | -7.7092 | 2.2116 | -10.8551 | 5.3575 | ||
hospbin*age_group | 3 | 2 | 3 | 3 | 2.2917 | 2.8363 | 30 | 0.81 | 0.4255 | Tukey-Kramer | 0.9957 | 0.05 | -3.5008 | 8.0842 | -7.1744 | 11.7578 | ||
hospbin*age_group | 3 | 2 | 6 | 1 | 1.4148 | 3.1070 | 30 | 0.46 | 0.6521 | Tukey-Kramer | 0.9999 | 0.05 | -4.9305 | 7.7601 | -8.9548 | 11.7844 | ||
hospbin*age_group | 3 | 2 | 6 | 2 | 4.1854 | 3.5877 | 30 | 1.17 | 0.2526 | Tukey-Kramer | 0.9575 | 0.05 | -3.1416 | 11.5123 | -7.7884 | 16.1592 | ||
hospbin*age_group | 3 | 2 | 6 | 3 | 0.04231 | 2.8765 | 30 | 0.01 | 0.9884 | Tukey-Kramer | 1.0000 | 0.05 | -5.8323 | 5.9170 | -9.5581 | 9.6427 | ||
hospbin*age_group | 3 | 2 | 9 | 1 | 0.9921 | 3.1070 | 30 | 0.32 | 0.7517 | Tukey-Kramer | 1.0000 | 0.05 | -5.3532 | 7.3375 | -9.3775 | 11.3618 | ||
hospbin*age_group | 3 | 2 | 9 | 2 | 2.4465 | 4.3940 | 30 | 0.56 | 0.5818 | Tukey-Kramer | 0.9997 | 0.05 | -6.5272 | 11.4202 | -12.2183 | 17.1114 | ||
hospbin*age_group | 3 | 2 | 9 | 3 | -0.4183 | 2.8363 | 30 | -0.15 | 0.8837 | Tukey-Kramer | 1.0000 | 0.05 | -6.2108 | 5.3741 | -9.8845 | 9.0478 | ||
hospbin*age_group | 3 | 3 | 6 | 1 | -0.8769 | 2.1970 | 30 | -0.40 | 0.6926 | Tukey-Kramer | 1.0000 | 0.05 | -5.3637 | 3.6099 | -8.2093 | 6.4555 | ||
hospbin*age_group | 3 | 3 | 6 | 2 | 1.8937 | 2.8363 | 30 | 0.67 | 0.5095 | Tukey-Kramer | 0.9989 | 0.05 | -3.8988 | 7.6861 | -7.5725 | 11.3598 | ||
hospbin*age_group | 3 | 3 | 6 | 3 | -2.2494 | 1.8568 | 30 | -1.21 | 0.2352 | Tukey-Kramer | 0.9476 | 0.05 | -6.0415 | 1.5427 | -8.4464 | 3.9476 | ||
hospbin*age_group | 3 | 3 | 9 | 1 | -1.2996 | 2.1970 | 30 | -0.59 | 0.5586 | Tukey-Kramer | 0.9995 | 0.05 | -5.7864 | 3.1873 | -8.6320 | 6.0329 | ||
hospbin*age_group | 3 | 3 | 9 | 2 | 0.1548 | 3.8053 | 30 | 0.04 | 0.9678 | Tukey-Kramer | 1.0000 | 0.05 | -7.6166 | 7.9262 | -12.5453 | 12.8549 | ||
hospbin*age_group | 3 | 3 | 9 | 3 | -2.7100 | 1.7938 | 30 | -1.51 | 0.1413 | Tukey-Kramer | 0.8418 | 0.05 | -6.3735 | 0.9534 | -8.6969 | 3.2769 | ||
hospbin*age_group | 6 | 1 | 6 | 2 | 2.7706 | 3.1070 | 30 | 0.89 | 0.3796 | Tukey-Kramer | 0.9918 | 0.05 | -3.5748 | 9.1159 | -7.5991 | 13.1402 | ||
hospbin*age_group | 6 | 1 | 6 | 3 | -1.3725 | 2.2487 | 30 | -0.61 | 0.5462 | Tukey-Kramer | 0.9994 | 0.05 | -5.9649 | 3.2199 | -8.8775 | 6.1325 | ||
hospbin*age_group | 6 | 1 | 9 | 1 | -0.4227 | 2.5369 | 30 | -0.17 | 0.8688 | Tukey-Kramer | 1.0000 | 0.05 | -5.6036 | 4.7583 | -8.8894 | 8.0441 | ||
hospbin*age_group | 6 | 1 | 9 | 2 | 1.0317 | 4.0111 | 30 | 0.26 | 0.7988 | Tukey-Kramer | 1.0000 | 0.05 | -7.1601 | 9.2235 | -12.3554 | 14.4188 | ||
hospbin*age_group | 6 | 1 | 9 | 3 | -1.8331 | 2.1970 | 30 | -0.83 | 0.4107 | Tukey-Kramer | 0.9947 | 0.05 | -6.3200 | 2.6537 | -9.1656 | 5.4993 | ||
hospbin*age_group | 6 | 2 | 6 | 3 | -4.1431 | 2.8765 | 30 | -1.44 | 0.1601 | Tukey-Kramer | 0.8730 | 0.05 | -10.0177 | 1.7316 | -13.7434 | 5.4573 | ||
hospbin*age_group | 6 | 2 | 9 | 1 | -3.1932 | 3.1070 | 30 | -1.03 | 0.3123 | Tukey-Kramer | 0.9799 | 0.05 | -9.5385 | 3.1521 | -13.5628 | 7.1764 | ||
hospbin*age_group | 6 | 2 | 9 | 2 | -1.7389 | 4.3940 | 30 | -0.40 | 0.6951 | Tukey-Kramer | 1.0000 | 0.05 | -10.7125 | 7.2348 | -16.4037 | 12.9260 | ||
hospbin*age_group | 6 | 2 | 9 | 3 | -4.6037 | 2.8363 | 30 | -1.62 | 0.1150 | Tukey-Kramer | 0.7850 | 0.05 | -10.3962 | 1.1888 | -14.0698 | 4.8624 | ||
hospbin*age_group | 6 | 3 | 9 | 1 | 0.9498 | 2.2487 | 30 | 0.42 | 0.6757 | Tukey-Kramer | 1.0000 | 0.05 | -3.6426 | 5.5423 | -6.5551 | 8.4548 | ||
hospbin*age_group | 6 | 3 | 9 | 2 | 2.4042 | 3.8354 | 30 | 0.63 | 0.5355 | Tukey-Kramer | 0.9993 | 0.05 | -5.4287 | 10.2371 | -10.3963 | 15.2047 | ||
hospbin*age_group | 6 | 3 | 9 | 3 | -0.4606 | 1.8568 | 30 | -0.25 | 0.8058 | Tukey-Kramer | 1.0000 | 0.05 | -4.2527 | 3.3314 | -6.6577 | 5.7364 | ||
hospbin*age_group | 9 | 1 | 9 | 2 | 1.4544 | 4.0111 | 30 | 0.36 | 0.7195 | Tukey-Kramer | 1.0000 | 0.05 | -6.7374 | 9.6462 | -11.9328 | 14.8415 | ||
hospbin*age_group | 9 | 1 | 9 | 3 | -1.4105 | 2.1970 | 30 | -0.64 | 0.5257 | Tukey-Kramer | 0.9991 | 0.05 | -5.8973 | 3.0763 | -8.7429 | 5.9219 | ||
hospbin*age_group | 9 | 2 | 9 | 3 | -2.8648 | 3.8053 | 30 | -0.75 | 0.4574 | Tukey-Kramer | 0.9974 | 0.05 | -10.6363 | 4.9066 | -15.5650 | 9.8353 | ||
sample_type2 | A | B | -0.1728 | 0.3664 | 30 | -0.47 | 0.6405 | Tukey-Kramer | 0.8850 | 0.05 | -0.9210 | 0.5754 | -1.0760 | 0.7303 | ||||
sample_type2 | A | C | -1.0818 | 0.4379 | 30 | -2.47 | 0.0194 | Tukey-Kramer | 0.0494 | 0.05 | -1.9762 | -0.1875 | -2.1614 | -0.00230 | ||||
sample_type2 | B | C | -0.9090 | 0.3267 | 30 | -2.78 | 0.0092 | Tukey-Kramer | 0.0244 | 0.05 | -1.5762 | -0.2418 | -1.7144 | -0.1036 | ||||
hospbin*sample_type2 | A | 3 | B | 3 | -0.2411 | 0.5990 | 30 | -0.40 | 0.6902 | Tukey-Kramer | 1.0000 | 0.05 | -1.4644 | 0.9822 | -2.2403 | 1.7581 | ||
hospbin*sample_type2 | A | 3 | C | 3 | -1.3750 | 0.7160 | 30 | -1.92 | 0.0644 | Tukey-Kramer | 0.6059 | 0.05 | -2.8373 | 0.08723 | -3.7647 | 1.0146 | ||
hospbin*sample_type2 | A | 3 | A | 6 | 0.3327 | 1.3994 | 30 | 0.24 | 0.8137 | Tukey-Kramer | 1.0000 | 0.05 | -2.5253 | 3.1908 | -4.3379 | 5.0034 | ||
hospbin*sample_type2 | A | 3 | B | 6 | -0.1952 | 1.4988 | 30 | -0.13 | 0.8972 | Tukey-Kramer | 1.0000 | 0.05 | -3.2561 | 2.8657 | -5.1974 | 4.8069 | ||
hospbin*sample_type2 | A | 3 | C | 6 | -0.7333 | 1.7398 | 30 | -0.42 | 0.6764 | Tukey-Kramer | 1.0000 | 0.05 | -4.2864 | 2.8198 | -6.5398 | 5.0732 | ||
hospbin*sample_type2 | A | 3 | A | 9 | -0.8880 | 1.5712 | 30 | -0.57 | 0.5761 | Tukey-Kramer | 0.9997 | 0.05 | -4.0968 | 2.3207 | -6.1318 | 4.3557 | ||
hospbin*sample_type2 | A | 3 | B | 9 | -0.6375 | 1.7064 | 30 | -0.37 | 0.7113 | Tukey-Kramer | 1.0000 | 0.05 | -4.1225 | 2.8474 | -6.3326 | 5.0576 | ||
hospbin*sample_type2 | A | 3 | C | 9 | -1.6925 | 2.0283 | 30 | -0.83 | 0.4106 | Tukey-Kramer | 0.9947 | 0.05 | -5.8347 | 2.4498 | -8.4618 | 5.0768 | ||
hospbin*sample_type2 | B | 3 | C | 3 | -1.1339 | 0.5342 | 30 | -2.12 | 0.0421 | Tukey-Kramer | 0.4778 | 0.05 | -2.2249 | -0.04297 | -2.9168 | 0.6489 | ||
hospbin*sample_type2 | B | 3 | A | 6 | 0.5738 | 1.5058 | 30 | 0.38 | 0.7058 | Tukey-Kramer | 1.0000 | 0.05 | -2.5014 | 3.6490 | -4.4518 | 5.5994 | ||
hospbin*sample_type2 | B | 3 | B | 6 | 0.04586 | 1.5985 | 30 | 0.03 | 0.9773 | Tukey-Kramer | 1.0000 | 0.05 | -3.2187 | 3.3105 | -5.2892 | 5.3809 | ||
hospbin*sample_type2 | B | 3 | C | 6 | -0.4922 | 1.8264 | 30 | -0.27 | 0.7894 | Tukey-Kramer | 1.0000 | 0.05 | -4.2223 | 3.2378 | -6.5879 | 5.6034 | ||
hospbin*sample_type2 | B | 3 | A | 9 | -0.6469 | 1.6666 | 30 | -0.39 | 0.7006 | Tukey-Kramer | 1.0000 | 0.05 | -4.0505 | 2.7567 | -6.2091 | 4.9153 | ||
hospbin*sample_type2 | B | 3 | B | 9 | -0.3964 | 1.7947 | 30 | -0.22 | 0.8267 | Tukey-Kramer | 1.0000 | 0.05 | -4.0616 | 3.2688 | -6.3861 | 5.5932 | ||
hospbin*sample_type2 | B | 3 | C | 9 | -1.4514 | 2.1030 | 30 | -0.69 | 0.4954 | Tukey-Kramer | 0.9986 | 0.05 | -5.7464 | 2.8436 | -8.4703 | 5.5675 | ||
hospbin*sample_type2 | C | 3 | A | 6 | 1.7078 | 1.7622 | 30 | 0.97 | 0.3402 | Tukey-Kramer | 0.9860 | 0.05 | -1.8910 | 5.3065 | -4.1734 | 7.5889 | ||
hospbin*sample_type2 | C | 3 | B | 6 | 1.1798 | 1.8420 | 30 | 0.64 | 0.5267 | Tukey-Kramer | 0.9992 | 0.05 | -2.5821 | 4.9417 | -4.9679 | 7.3275 | ||
hospbin*sample_type2 | C | 3 | C | 6 | 0.6417 | 2.0429 | 30 | 0.31 | 0.7556 | Tukey-Kramer | 1.0000 | 0.05 | -3.5305 | 4.8139 | -6.1766 | 7.4600 | ||
hospbin*sample_type2 | C | 3 | A | 9 | 0.4870 | 1.9014 | 30 | 0.26 | 0.7996 | Tukey-Kramer | 1.0000 | 0.05 | -3.3961 | 4.3702 | -5.8589 | 6.8329 | ||
hospbin*sample_type2 | C | 3 | B | 9 | 0.7375 | 2.0146 | 30 | 0.37 | 0.7169 | Tukey-Kramer | 1.0000 | 0.05 | -3.3768 | 4.8519 | -5.9861 | 7.4612 | ||
hospbin*sample_type2 | C | 3 | C | 9 | -0.3174 | 2.2936 | 30 | -0.14 | 0.8909 | Tukey-Kramer | 1.0000 | 0.05 | -5.0016 | 4.3667 | -7.9723 | 7.3374 | ||
hospbin*sample_type2 | A | 6 | B | 6 | -0.5279 | 0.5782 | 30 | -0.91 | 0.3685 | Tukey-Kramer | 0.9904 | 0.05 | -1.7088 | 0.6529 | -2.4576 | 1.4017 | ||
hospbin*sample_type2 | A | 6 | C | 6 | -1.0660 | 0.6911 | 30 | -1.54 | 0.1334 | Tukey-Kramer | 0.8266 | 0.05 | -2.4775 | 0.3454 | -3.3726 | 1.2405 | ||
hospbin*sample_type2 | A | 6 | A | 9 | -1.2207 | 1.5490 | 30 | -0.79 | 0.4368 | Tukey-Kramer | 0.9964 | 0.05 | -4.3841 | 1.9427 | -6.3904 | 3.9489 | ||
hospbin*sample_type2 | A | 6 | B | 9 | -0.9702 | 1.6860 | 30 | -0.58 | 0.5693 | Tukey-Kramer | 0.9996 | 0.05 | -4.4135 | 2.4730 | -6.5972 | 4.6568 | ||
hospbin*sample_type2 | A | 6 | C | 9 | -2.0252 | 2.0111 | 30 | -1.01 | 0.3220 | Tukey-Kramer | 0.9822 | 0.05 | -6.1324 | 2.0821 | -8.7373 | 4.6869 | ||
hospbin*sample_type2 | B | 6 | C | 6 | -0.5381 | 0.5156 | 30 | -1.04 | 0.3050 | Tukey-Kramer | 0.9779 | 0.05 | -1.5912 | 0.5149 | -2.2590 | 1.1828 | ||
hospbin*sample_type2 | B | 6 | A | 9 | -0.6928 | 1.6392 | 30 | -0.42 | 0.6756 | Tukey-Kramer | 1.0000 | 0.05 | -4.0406 | 2.6550 | -6.1638 | 4.7782 | ||
hospbin*sample_type2 | B | 6 | B | 9 | -0.4423 | 1.7693 | 30 | -0.25 | 0.8043 | Tukey-Kramer | 1.0000 | 0.05 | -4.0557 | 3.1711 | -6.3473 | 5.4627 | ||
hospbin*sample_type2 | B | 6 | C | 9 | -1.4972 | 2.0814 | 30 | -0.72 | 0.4775 | Tukey-Kramer | 0.9981 | 0.05 | -5.7481 | 2.7536 | -8.4441 | 5.4496 | ||
hospbin*sample_type2 | C | 6 | A | 9 | -0.1547 | 1.8622 | 30 | -0.08 | 0.9343 | Tukey-Kramer | 1.0000 | 0.05 | -3.9577 | 3.6483 | -6.3697 | 6.0603 | ||
hospbin*sample_type2 | C | 6 | B | 9 | 0.09582 | 1.9776 | 30 | 0.05 | 0.9617 | Tukey-Kramer | 1.0000 | 0.05 | -3.9430 | 4.1346 | -6.5044 | 6.6961 | ||
hospbin*sample_type2 | C | 6 | C | 9 | -0.9591 | 2.2612 | 30 | -0.42 | 0.6745 | Tukey-Kramer | 1.0000 | 0.05 | -5.5771 | 3.6588 | -8.5058 | 6.5876 | ||
hospbin*sample_type2 | A | 9 | B | 9 | 0.2505 | 0.7175 | 30 | 0.35 | 0.7294 | Tukey-Kramer | 1.0000 | 0.05 | -1.2148 | 1.7159 | -2.1442 | 2.6452 | ||
hospbin*sample_type2 | A | 9 | C | 9 | -0.8044 | 0.8576 | 30 | -0.94 | 0.3558 | Tukey-Kramer | 0.9886 | 0.05 | -2.5560 | 0.9471 | -3.6668 | 2.0579 | ||
hospbin*sample_type2 | B | 9 | C | 9 | -1.0550 | 0.6399 | 30 | -1.65 | 0.1096 | Tukey-Kramer | 0.7710 | 0.05 | -2.3618 | 0.2518 | -3.1905 | 1.0806 | ||
age_group*sample_typ | A | 1 | B | 1 | 0.1229 | 0.5586 | 30 | 0.22 | 0.8273 | Tukey-Kramer | 1.0000 | 0.05 | -1.0178 | 1.2637 | -1.7413 | 1.9872 | ||
age_group*sample_typ | A | 1 | C | 1 | -0.05874 | 0.6677 | 30 | -0.09 | 0.9305 | Tukey-Kramer | 1.0000 | 0.05 | -1.4223 | 1.3048 | -2.2871 | 2.1696 | ||
age_group*sample_typ | A | 1 | A | 2 | 1.0182 | 1.7313 | 30 | 0.59 | 0.5609 | Tukey-Kramer | 0.9995 | 0.05 | -2.5176 | 4.5541 | -4.7601 | 6.7966 | ||
age_group*sample_typ | A | 1 | B | 2 | 1.2084 | 1.9085 | 30 | 0.63 | 0.5314 | Tukey-Kramer | 0.9992 | 0.05 | -2.6892 | 5.1061 | -5.1611 | 7.5780 | ||
age_group*sample_typ | A | 1 | C | 2 | -0.2680 | 2.3218 | 30 | -0.12 | 0.9089 | Tukey-Kramer | 1.0000 | 0.05 | -5.0097 | 4.4737 | -8.0170 | 7.4809 | ||
age_group*sample_typ | A | 1 | A | 3 | -0.00846 | 1.1390 | 30 | -0.01 | 0.9941 | Tukey-Kramer | 1.0000 | 0.05 | -2.3345 | 2.3176 | -3.8098 | 3.7928 | ||
age_group*sample_typ | A | 1 | B | 3 | -0.8401 | 1.1933 | 30 | -0.70 | 0.4868 | Tukey-Kramer | 0.9984 | 0.05 | -3.2771 | 1.5969 | -4.8227 | 3.1424 | ||
age_group*sample_typ | A | 1 | C | 3 | -1.9090 | 1.3294 | 30 | -1.44 | 0.1614 | Tukey-Kramer | 0.8748 | 0.05 | -4.6240 | 0.8060 | -6.3459 | 2.5279 | ||
age_group*sample_typ | B | 1 | C | 1 | -0.1817 | 0.4981 | 30 | -0.36 | 0.7179 | Tukey-Kramer | 1.0000 | 0.05 | -1.1990 | 0.8357 | -1.8442 | 1.4809 | ||
age_group*sample_typ | B | 1 | A | 2 | 0.8953 | 1.8073 | 30 | 0.50 | 0.6239 | Tukey-Kramer | 0.9999 | 0.05 | -2.7956 | 4.5862 | -5.1364 | 6.9270 | ||
age_group*sample_typ | B | 1 | B | 2 | 1.0855 | 1.9776 | 30 | 0.55 | 0.5871 | Tukey-Kramer | 0.9997 | 0.05 | -2.9533 | 5.1243 | -5.5148 | 7.6858 | ||
age_group*sample_typ | B | 1 | C | 2 | -0.3910 | 2.3789 | 30 | -0.16 | 0.8706 | Tukey-Kramer | 1.0000 | 0.05 | -5.2494 | 4.4675 | -8.3307 | 7.5487 | ||
age_group*sample_typ | B | 1 | A | 3 | -0.1314 | 1.2514 | 30 | -0.11 | 0.9171 | Tukey-Kramer | 1.0000 | 0.05 | -2.6870 | 2.4242 | -4.3078 | 4.0450 | ||
age_group*sample_typ | B | 1 | B | 3 | -0.9631 | 1.3010 | 30 | -0.74 | 0.4649 | Tukey-Kramer | 0.9977 | 0.05 | -3.6200 | 1.6939 | -5.3051 | 3.3790 | ||
age_group*sample_typ | B | 1 | C | 3 | -2.0319 | 1.4269 | 30 | -1.42 | 0.1648 | Tukey-Kramer | 0.8796 | 0.05 | -4.9460 | 0.8822 | -6.7941 | 2.7303 | ||
age_group*sample_typ | C | 1 | A | 2 | 1.0770 | 1.9987 | 30 | 0.54 | 0.5940 | Tukey-Kramer | 0.9998 | 0.05 | -3.0048 | 5.1588 | -5.5936 | 7.7475 | ||
age_group*sample_typ | C | 1 | B | 2 | 1.2672 | 2.1539 | 30 | 0.59 | 0.5607 | Tukey-Kramer | 0.9995 | 0.05 | -3.1317 | 5.6661 | -5.9216 | 8.4559 | ||
age_group*sample_typ | C | 1 | C | 2 | -0.2093 | 2.5274 | 30 | -0.08 | 0.9346 | Tukey-Kramer | 1.0000 | 0.05 | -5.3709 | 4.9524 | -8.6445 | 8.2260 | ||
age_group*sample_typ | C | 1 | A | 3 | 0.05029 | 1.5147 | 30 | 0.03 | 0.9737 | Tukey-Kramer | 1.0000 | 0.05 | -3.0432 | 3.1438 | -5.0051 | 5.1057 | ||
age_group*sample_typ | C | 1 | B | 3 | -0.7814 | 1.5560 | 30 | -0.50 | 0.6192 | Tukey-Kramer | 0.9999 | 0.05 | -3.9591 | 2.3963 | -5.9744 | 4.4117 | ||
age_group*sample_typ | C | 1 | C | 3 | -1.8502 | 1.6627 | 30 | -1.11 | 0.2746 | Tukey-Kramer | 0.9676 | 0.05 | -5.2459 | 1.5454 | -7.3994 | 3.6989 | ||
age_group*sample_typ | A | 2 | B | 2 | 0.1902 | 0.8653 | 30 | 0.22 | 0.8275 | Tukey-Kramer | 1.0000 | 0.05 | -1.5771 | 1.9575 | -2.6979 | 3.0783 | ||
age_group*sample_typ | A | 2 | C | 2 | -1.2863 | 1.0344 | 30 | -1.24 | 0.2233 | Tukey-Kramer | 0.9396 | 0.05 | -3.3987 | 0.8262 | -4.7384 | 2.1659 | ||
age_group*sample_typ | A | 2 | A | 3 | -1.0267 | 1.5911 | 30 | -0.65 | 0.5236 | Tukey-Kramer | 0.9991 | 0.05 | -4.2761 | 2.2227 | -6.3369 | 4.2835 | ||
age_group*sample_typ | A | 2 | B | 3 | -1.8584 | 1.6304 | 30 | -1.14 | 0.2634 | Tukey-Kramer | 0.9628 | 0.05 | -5.1880 | 1.4713 | -7.2998 | 3.5831 | ||
age_group*sample_typ | A | 2 | C | 3 | -2.9272 | 1.7325 | 30 | -1.69 | 0.1015 | Tukey-Kramer | 0.7479 | 0.05 | -6.4655 | 0.6110 | -8.7095 | 2.8550 | ||
age_group*sample_typ | B | 2 | C | 2 | -1.4765 | 0.7717 | 30 | -1.91 | 0.0653 | Tukey-Kramer | 0.6105 | 0.05 | -3.0525 | 0.09961 | -4.0521 | 1.0992 | ||
age_group*sample_typ | B | 2 | A | 3 | -1.2169 | 1.7822 | 30 | -0.68 | 0.5000 | Tukey-Kramer | 0.9987 | 0.05 | -4.8567 | 2.4229 | -7.1650 | 4.7313 | ||
age_group*sample_typ | B | 2 | B | 3 | -2.0485 | 1.8174 | 30 | -1.13 | 0.2686 | Tukey-Kramer | 0.9651 | 0.05 | -5.7602 | 1.6631 | -8.1141 | 4.0170 | ||
age_group*sample_typ | B | 2 | C | 3 | -3.1174 | 1.9095 | 30 | -1.63 | 0.1130 | Tukey-Kramer | 0.7799 | 0.05 | -7.0172 | 0.7824 | -9.4905 | 3.2557 | ||
age_group*sample_typ | C | 2 | A | 3 | 0.2596 | 2.2192 | 30 | 0.12 | 0.9077 | Tukey-Kramer | 1.0000 | 0.05 | -4.2726 | 4.7917 | -7.1469 | 7.6660 | ||
age_group*sample_typ | C | 2 | B | 3 | -0.5721 | 2.2475 | 30 | -0.25 | 0.8008 | Tukey-Kramer | 1.0000 | 0.05 | -5.1621 | 4.0179 | -8.0732 | 6.9290 | ||
age_group*sample_typ | C | 2 | C | 3 | -1.6410 | 2.3227 | 30 | -0.71 | 0.4853 | Tukey-Kramer | 0.9983 | 0.05 | -6.3845 | 3.1026 | -9.3928 | 6.1109 | ||
age_group*sample_typ | A | 3 | B | 3 | -0.8317 | 0.3835 | 30 | -2.17 | 0.0382 | Tukey-Kramer | 0.4498 | 0.05 | -1.6149 | -0.04840 | -2.1117 | 0.4484 | ||
age_group*sample_typ | A | 3 | C | 3 | -1.9005 | 0.4584 | 30 | -4.15 | 0.0003 | Tukey-Kramer | 0.0068 | 0.05 | -2.8368 | -0.9643 | -3.4305 | -0.3705 | ||
age_group*sample_typ | B | 3 | C | 3 | -1.0689 | 0.3420 | 30 | -3.13 | 0.0039 | Tukey-Kramer | 0.0804 | 0.05 | -1.7674 | -0.3703 | -2.2104 | 0.07266 | ||
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 1 | -0.05697 | 1.0598 | 30 | -0.05 | 0.9575 | Tukey-Kramer | 1.0000 | 0.05 | -2.2214 | 2.1075 | -4.3598 | 4.2459 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 1 | -0.7139 | 1.2668 | 30 | -0.56 | 0.5773 | Tukey-Kramer | 1.0000 | 0.05 | -3.3011 | 1.8733 | -5.8571 | 4.4294 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 2 | -1.5871 | 2.8168 | 30 | -0.56 | 0.5773 | Tukey-Kramer | 1.0000 | 0.05 | -7.3398 | 4.1657 | -13.0233 | 9.8491 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 2 | -2.0319 | 3.0635 | 30 | -0.66 | 0.5122 | Tukey-Kramer | 1.0000 | 0.05 | -8.2885 | 4.2247 | -14.4698 | 10.4059 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 2 | -4.1433 | 3.6495 | 30 | -1.14 | 0.2652 | Tukey-Kramer | 1.0000 | 0.05 | -11.5966 | 3.3101 | -18.9602 | 10.6737 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 3 | 0.06311 | 2.0890 | 30 | 0.03 | 0.9761 | Tukey-Kramer | 1.0000 | 0.05 | -4.2032 | 4.3295 | -8.4182 | 8.5444 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 3 | -0.1583 | 2.1741 | 30 | -0.07 | 0.9424 | Tukey-Kramer | 1.0000 | 0.05 | -4.5984 | 4.2818 | -8.9850 | 8.6684 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 3 | -0.7919 | 2.3896 | 30 | -0.33 | 0.7426 | Tukey-Kramer | 1.0000 | 0.05 | -5.6721 | 4.0883 | -10.4936 | 8.9097 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 1 | -0.8929 | 2.3567 | 30 | -0.38 | 0.7075 | Tukey-Kramer | 1.0000 | 0.05 | -5.7060 | 3.9202 | -10.4611 | 8.6753 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 1 | -1.5297 | 2.5059 | 30 | -0.61 | 0.5462 | Tukey-Kramer | 1.0000 | 0.05 | -6.6474 | 3.5881 | -11.7035 | 8.6442 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 1 | -1.0953 | 2.8717 | 30 | -0.38 | 0.7056 | Tukey-Kramer | 1.0000 | 0.05 | -6.9600 | 4.7694 | -12.7541 | 10.5636 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 2 | 1.3839 | 2.8168 | 30 | 0.49 | 0.6268 | Tukey-Kramer | 1.0000 | 0.05 | -4.3689 | 7.1366 | -10.0523 | 12.8201 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 2 | 1.7825 | 3.0635 | 30 | 0.58 | 0.5650 | Tukey-Kramer | 1.0000 | 0.05 | -4.4741 | 8.0391 | -10.6554 | 14.2203 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 2 | 1.6274 | 3.6495 | 30 | 0.45 | 0.6589 | Tukey-Kramer | 1.0000 | 0.05 | -5.8259 | 9.0808 | -13.1895 | 16.4444 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 3 | -1.0168 | 2.1293 | 30 | -0.48 | 0.6364 | Tukey-Kramer | 1.0000 | 0.05 | -5.3655 | 3.3318 | -9.6618 | 7.6281 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 3 | -2.3624 | 2.2245 | 30 | -1.06 | 0.2967 | Tukey-Kramer | 1.0000 | 0.05 | -6.9055 | 2.1807 | -11.3939 | 6.6690 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 3 | -4.2561 | 2.4642 | 30 | -1.73 | 0.0944 | Tukey-Kramer | 0.9875 | 0.05 | -9.2887 | 0.7766 | -14.2608 | 5.7486 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 1 | -2.1962 | 2.3567 | 30 | -0.93 | 0.3588 | Tukey-Kramer | 1.0000 | 0.05 | -7.0093 | 2.6169 | -11.7644 | 7.3721 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 1 | -1.1336 | 2.5059 | 30 | -0.45 | 0.6543 | Tukey-Kramer | 1.0000 | 0.05 | -6.2513 | 3.9842 | -11.3074 | 9.0403 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 1 | -1.4561 | 2.8717 | 30 | -0.51 | 0.6158 | Tukey-Kramer | 1.0000 | 0.05 | -7.3208 | 4.4086 | -13.1149 | 10.2027 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 2 | 0.1688 | 3.5631 | 30 | 0.05 | 0.9625 | Tukey-Kramer | 1.0000 | 0.05 | -7.1079 | 7.4456 | -14.2970 | 14.6346 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 2 | 0.7857 | 3.9493 | 30 | 0.20 | 0.8436 | Tukey-Kramer | 1.0000 | 0.05 | -7.2798 | 8.8512 | -15.2482 | 16.8196 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 2 | -1.3773 | 4.8440 | 30 | -0.28 | 0.7781 | Tukey-Kramer | 1.0000 | 0.05 | -11.2701 | 8.5155 | -21.0438 | 18.2892 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 3 | -2.1607 | 2.0890 | 30 | -1.03 | 0.3093 | Tukey-Kramer | 1.0000 | 0.05 | -6.4271 | 2.1057 | -10.6420 | 6.3206 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 3 | -3.0886 | 2.1741 | 30 | -1.42 | 0.1657 | Tukey-Kramer | 0.9990 | 0.05 | -7.5287 | 1.3515 | -11.9154 | 5.7381 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 3 | -3.7680 | 2.3896 | 30 | -1.58 | 0.1253 | Tukey-Kramer | 0.9959 | 0.05 | -8.6482 | 1.1122 | -13.4696 | 5.9337 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 1 | -0.6569 | 0.9452 | 30 | -0.70 | 0.4924 | Tukey-Kramer | 1.0000 | 0.05 | -2.5872 | 1.2734 | -4.4942 | 3.1804 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 2 | -1.5301 | 2.9836 | 30 | -0.51 | 0.6118 | Tukey-Kramer | 1.0000 | 0.05 | -7.6234 | 4.5632 | -13.6433 | 10.5831 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 2 | -1.9750 | 3.2175 | 30 | -0.61 | 0.5440 | Tukey-Kramer | 1.0000 | 0.05 | -8.5460 | 4.5961 | -15.0380 | 11.0880 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 2 | -4.0863 | 3.7797 | 30 | -1.08 | 0.2883 | Tukey-Kramer | 1.0000 | 0.05 | -11.8055 | 3.6329 | -19.4318 | 11.2592 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 3 | 0.1201 | 2.3089 | 30 | 0.05 | 0.9589 | Tukey-Kramer | 1.0000 | 0.05 | -4.5954 | 4.8356 | -9.2541 | 9.4942 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 3 | -0.1014 | 2.3862 | 30 | -0.04 | 0.9664 | Tukey-Kramer | 1.0000 | 0.05 | -4.9746 | 4.7719 | -9.7891 | 9.5864 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 3 | -0.7350 | 2.5841 | 30 | -0.28 | 0.7780 | Tukey-Kramer | 1.0000 | 0.05 | -6.0123 | 4.5424 | -11.2261 | 9.7562 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 1 | -0.8359 | 2.5537 | 30 | -0.33 | 0.7457 | Tukey-Kramer | 1.0000 | 0.05 | -6.0513 | 4.3794 | -11.2038 | 9.5320 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 1 | -1.4727 | 2.6920 | 30 | -0.55 | 0.5884 | Tukey-Kramer | 1.0000 | 0.05 | -6.9705 | 4.0250 | -12.4020 | 9.4566 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 1 | -1.0383 | 3.0354 | 30 | -0.34 | 0.7347 | Tukey-Kramer | 1.0000 | 0.05 | -7.2374 | 5.1608 | -13.3619 | 11.2853 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 2 | 1.4409 | 2.9836 | 30 | 0.48 | 0.6326 | Tukey-Kramer | 1.0000 | 0.05 | -4.6524 | 7.5341 | -10.6723 | 13.5540 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 2 | 1.8395 | 3.2175 | 30 | 0.57 | 0.5718 | Tukey-Kramer | 1.0000 | 0.05 | -4.7316 | 8.4105 | -11.2235 | 14.9025 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 2 | 1.6844 | 3.7797 | 30 | 0.45 | 0.6591 | Tukey-Kramer | 1.0000 | 0.05 | -6.0348 | 9.4036 | -13.6611 | 17.0299 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 3 | -0.9599 | 2.3455 | 30 | -0.41 | 0.6853 | Tukey-Kramer | 1.0000 | 0.05 | -5.7499 | 3.8302 | -10.4823 | 8.5626 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 3 | -2.3055 | 2.4322 | 30 | -0.95 | 0.3508 | Tukey-Kramer | 1.0000 | 0.05 | -7.2727 | 2.6618 | -12.1802 | 7.5692 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 3 | -4.1991 | 2.6532 | 30 | -1.58 | 0.1240 | Tukey-Kramer | 0.9957 | 0.05 | -9.6177 | 1.2195 | -14.9711 | 6.5729 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 1 | -2.1392 | 2.5537 | 30 | -0.84 | 0.4088 | Tukey-Kramer | 1.0000 | 0.05 | -7.3545 | 3.0761 | -12.5071 | 8.2287 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 1 | -1.0766 | 2.6920 | 30 | -0.40 | 0.6920 | Tukey-Kramer | 1.0000 | 0.05 | -6.5743 | 4.4212 | -12.0059 | 9.8527 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 1 | -1.3991 | 3.0354 | 30 | -0.46 | 0.6482 | Tukey-Kramer | 1.0000 | 0.05 | -7.5983 | 4.8000 | -13.7227 | 10.9244 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 2 | 0.2258 | 3.6963 | 30 | 0.06 | 0.9517 | Tukey-Kramer | 1.0000 | 0.05 | -7.3230 | 7.7746 | -14.7809 | 15.2325 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 2 | 0.8427 | 4.0699 | 30 | 0.21 | 0.8374 | Tukey-Kramer | 1.0000 | 0.05 | -7.4691 | 9.1545 | -15.6809 | 17.3662 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 2 | -1.3203 | 4.9428 | 30 | -0.27 | 0.7912 | Tukey-Kramer | 1.0000 | 0.05 | -11.4150 | 8.7743 | -21.3880 | 18.7474 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 3 | -2.1037 | 2.3089 | 30 | -0.91 | 0.3695 | Tukey-Kramer | 1.0000 | 0.05 | -6.8192 | 2.6117 | -11.4779 | 7.2704 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 3 | -3.0317 | 2.3862 | 30 | -1.27 | 0.2137 | Tukey-Kramer | 0.9998 | 0.05 | -7.9049 | 1.8416 | -12.7194 | 6.6561 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 3 | -3.7110 | 2.5841 | 30 | -1.44 | 0.1613 | Tukey-Kramer | 0.9989 | 0.05 | -8.9883 | 1.5663 | -14.2021 | 6.7801 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 2 | -0.8732 | 3.3947 | 30 | -0.26 | 0.7988 | Tukey-Kramer | 1.0000 | 0.05 | -7.8062 | 6.0598 | -14.6557 | 12.9093 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 2 | -1.3181 | 3.6021 | 30 | -0.37 | 0.7170 | Tukey-Kramer | 1.0000 | 0.05 | -8.6745 | 6.0384 | -15.9424 | 13.3062 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 2 | -3.4294 | 4.1120 | 30 | -0.83 | 0.4109 | Tukey-Kramer | 1.0000 | 0.05 | -11.8273 | 4.9685 | -20.1241 | 13.2653 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 3 | 0.7770 | 2.8202 | 30 | 0.28 | 0.7848 | Tukey-Kramer | 1.0000 | 0.05 | -4.9827 | 6.5367 | -10.6730 | 12.2270 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 3 | 0.5556 | 2.8838 | 30 | 0.19 | 0.8485 | Tukey-Kramer | 1.0000 | 0.05 | -5.3340 | 6.4451 | -11.1526 | 12.2637 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 3 | -0.07806 | 3.0496 | 30 | -0.03 | 0.9797 | Tukey-Kramer | 1.0000 | 0.05 | -6.3061 | 6.1500 | -12.4592 | 12.3031 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 1 | -0.1790 | 3.0239 | 30 | -0.06 | 0.9532 | Tukey-Kramer | 1.0000 | 0.05 | -6.3546 | 5.9966 | -12.4559 | 12.0979 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 1 | -0.8158 | 3.1415 | 30 | -0.26 | 0.7969 | Tukey-Kramer | 1.0000 | 0.05 | -7.2317 | 5.6001 | -13.5703 | 11.9387 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 1 | -0.3814 | 3.4404 | 30 | -0.11 | 0.9125 | Tukey-Kramer | 1.0000 | 0.05 | -7.4076 | 6.6448 | -14.3492 | 13.5864 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 2 | 2.0978 | 3.3947 | 30 | 0.62 | 0.5413 | Tukey-Kramer | 1.0000 | 0.05 | -4.8352 | 9.0308 | -11.6847 | 15.8803 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 2 | 2.4964 | 3.6021 | 30 | 0.69 | 0.4936 | Tukey-Kramer | 1.0000 | 0.05 | -4.8601 | 9.8528 | -12.1279 | 17.1207 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 2 | 2.3413 | 4.1120 | 30 | 0.57 | 0.5733 | Tukey-Kramer | 1.0000 | 0.05 | -6.0566 | 10.7392 | -14.3534 | 19.0360 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 3 | -0.3029 | 2.8502 | 30 | -0.11 | 0.9161 | Tukey-Kramer | 1.0000 | 0.05 | -6.1239 | 5.5180 | -11.8747 | 11.2688 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 3 | -1.6486 | 2.9220 | 30 | -0.56 | 0.5768 | Tukey-Kramer | 1.0000 | 0.05 | -7.6162 | 4.3190 | -13.5119 | 10.2147 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 3 | -3.5422 | 3.1084 | 30 | -1.14 | 0.2635 | Tukey-Kramer | 1.0000 | 0.05 | -9.8904 | 2.8060 | -16.1622 | 9.0778 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 1 | -1.4823 | 3.0239 | 30 | -0.49 | 0.6276 | Tukey-Kramer | 1.0000 | 0.05 | -7.6579 | 4.6933 | -13.7591 | 10.7946 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 1 | -0.4197 | 3.1415 | 30 | -0.13 | 0.8946 | Tukey-Kramer | 1.0000 | 0.05 | -6.8356 | 5.9962 | -13.1742 | 12.3348 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 1 | -0.7422 | 3.4404 | 30 | -0.22 | 0.8307 | Tukey-Kramer | 1.0000 | 0.05 | -7.7684 | 6.2840 | -14.7100 | 13.2256 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 2 | 0.8827 | 4.0355 | 30 | 0.22 | 0.8283 | Tukey-Kramer | 1.0000 | 0.05 | -7.3588 | 9.1243 | -15.5011 | 17.2665 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 2 | 1.4996 | 4.3802 | 30 | 0.34 | 0.7345 | Tukey-Kramer | 1.0000 | 0.05 | -7.4461 | 10.4452 | -16.2840 | 19.2832 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 2 | -0.6634 | 5.2014 | 30 | -0.13 | 0.8994 | Tukey-Kramer | 1.0000 | 0.05 | -11.2860 | 9.9592 | -21.7807 | 20.4539 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 3 | -1.4468 | 2.8202 | 30 | -0.51 | 0.6117 | Tukey-Kramer | 1.0000 | 0.05 | -7.2065 | 4.3129 | -12.8968 | 10.0032 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 3 | -2.3747 | 2.8838 | 30 | -0.82 | 0.4167 | Tukey-Kramer | 1.0000 | 0.05 | -8.2643 | 3.5148 | -14.0829 | 9.3334 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 3 | -3.0541 | 3.0496 | 30 | -1.00 | 0.3246 | Tukey-Kramer | 1.0000 | 0.05 | -9.2821 | 3.1740 | -15.4352 | 9.3270 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 2 | -0.4449 | 1.2980 | 30 | -0.34 | 0.7342 | Tukey-Kramer | 1.0000 | 0.05 | -3.0958 | 2.2060 | -5.7148 | 4.8250 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 2 | -2.5562 | 1.5515 | 30 | -1.65 | 0.1099 | Tukey-Kramer | 0.9929 | 0.05 | -5.7248 | 0.6125 | -8.8553 | 3.7430 |
hospbi*age_gr*sample | A | 3 | 2 | A | 3 | 3 | 1.6502 | 2.4395 | 30 | 0.68 | 0.5039 | Tukey-Kramer | 1.0000 | 0.05 | -3.3318 | 6.6322 | -8.2539 | 11.5542 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 3 | 1.4287 | 2.5127 | 30 | 0.57 | 0.5739 | Tukey-Kramer | 1.0000 | 0.05 | -3.7029 | 6.5604 | -8.7727 | 11.6301 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 3 | 0.7951 | 2.7013 | 30 | 0.29 | 0.7705 | Tukey-Kramer | 1.0000 | 0.05 | -4.7217 | 6.3119 | -10.1721 | 11.7623 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 1 | 0.6942 | 2.6723 | 30 | 0.26 | 0.7968 | Tukey-Kramer | 1.0000 | 0.05 | -4.7634 | 6.1517 | -10.1552 | 11.5435 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 1 | 0.05739 | 2.8047 | 30 | 0.02 | 0.9838 | Tukey-Kramer | 1.0000 | 0.05 | -5.6706 | 5.7854 | -11.3297 | 11.4444 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 1 | 0.4918 | 3.1358 | 30 | 0.16 | 0.8764 | Tukey-Kramer | 1.0000 | 0.05 | -5.9124 | 6.8960 | -12.2395 | 13.2231 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 2 | 2.9710 | 3.0857 | 30 | 0.96 | 0.3433 | Tukey-Kramer | 1.0000 | 0.05 | -3.3309 | 9.2728 | -9.5568 | 15.4987 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 2 | 3.3696 | 3.3124 | 30 | 1.02 | 0.3172 | Tukey-Kramer | 1.0000 | 0.05 | -3.3953 | 10.1345 | -10.0788 | 16.8179 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 2 | 3.2145 | 3.8608 | 30 | 0.83 | 0.4117 | Tukey-Kramer | 1.0000 | 0.05 | -4.6704 | 11.0994 | -12.4603 | 18.8893 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 3 | 0.5702 | 2.4741 | 30 | 0.23 | 0.8193 | Tukey-Kramer | 1.0000 | 0.05 | -4.4825 | 5.6229 | -9.4743 | 10.6148 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 3 | -0.7754 | 2.5565 | 30 | -0.30 | 0.7638 | Tukey-Kramer | 1.0000 | 0.05 | -5.9964 | 4.4456 | -11.1544 | 9.6037 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 3 | -2.6690 | 2.7676 | 30 | -0.96 | 0.3426 | Tukey-Kramer | 1.0000 | 0.05 | -8.3211 | 2.9831 | -13.9052 | 8.5672 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 1 | -0.6091 | 2.6723 | 30 | -0.23 | 0.8212 | Tukey-Kramer | 1.0000 | 0.05 | -6.0666 | 4.8484 | -11.4584 | 10.2403 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 1 | 0.4535 | 2.8047 | 30 | 0.16 | 0.8726 | Tukey-Kramer | 1.0000 | 0.05 | -5.2745 | 6.1815 | -10.9335 | 11.8406 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 1 | 0.1310 | 3.1358 | 30 | 0.04 | 0.9670 | Tukey-Kramer | 1.0000 | 0.05 | -6.2732 | 6.5352 | -12.6003 | 12.8623 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 2 | 1.7559 | 3.7792 | 30 | 0.46 | 0.6456 | Tukey-Kramer | 1.0000 | 0.05 | -5.9622 | 9.4740 | -13.5874 | 17.0992 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 2 | 2.3728 | 4.1453 | 30 | 0.57 | 0.5713 | Tukey-Kramer | 1.0000 | 0.05 | -6.0931 | 10.8387 | -14.4570 | 19.2026 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 2 | 0.2098 | 5.0051 | 30 | 0.04 | 0.9668 | Tukey-Kramer | 1.0000 | 0.05 | -10.0121 | 10.4316 | -20.1108 | 20.5304 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 3 | -0.5736 | 2.4395 | 30 | -0.24 | 0.8157 | Tukey-Kramer | 1.0000 | 0.05 | -5.5557 | 4.4084 | -10.4777 | 9.3304 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 3 | -1.5016 | 2.5127 | 30 | -0.60 | 0.5546 | Tukey-Kramer | 1.0000 | 0.05 | -6.6332 | 3.6300 | -11.7030 | 8.6998 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 3 | -2.1809 | 2.7013 | 30 | -0.81 | 0.4258 | Tukey-Kramer | 1.0000 | 0.05 | -7.6977 | 3.3359 | -13.1481 | 8.7863 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 2 | -2.1113 | 1.1576 | 30 | -1.82 | 0.0781 | Tukey-Kramer | 0.9771 | 0.05 | -4.4754 | 0.2528 | -6.8110 | 2.5884 |
hospbi*age_gr*sample | B | 3 | 2 | A | 3 | 3 | 2.0951 | 2.7206 | 30 | 0.77 | 0.4473 | Tukey-Kramer | 1.0000 | 0.05 | -3.4612 | 7.6513 | -8.9504 | 13.1406 |
hospbi*age_gr*sample | B | 3 | 2 | B | 3 | 3 | 1.8736 | 2.7865 | 30 | 0.67 | 0.5065 | Tukey-Kramer | 1.0000 | 0.05 | -3.8171 | 7.5643 | -9.4393 | 13.1865 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 3 | 1.2400 | 2.9577 | 30 | 0.42 | 0.6780 | Tukey-Kramer | 1.0000 | 0.05 | -4.8004 | 7.2804 | -10.7680 | 13.2480 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 1 | 1.1391 | 2.9312 | 30 | 0.39 | 0.7003 | Tukey-Kramer | 1.0000 | 0.05 | -4.8472 | 7.1253 | -10.7614 | 13.0395 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 1 | 0.5023 | 3.0524 | 30 | 0.16 | 0.8704 | Tukey-Kramer | 1.0000 | 0.05 | -5.7316 | 6.7361 | -11.8904 | 12.8949 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 1 | 0.9366 | 3.3592 | 30 | 0.28 | 0.7823 | Tukey-Kramer | 1.0000 | 0.05 | -5.9237 | 7.7970 | -12.7015 | 14.5748 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 2 | 3.4158 | 3.3124 | 30 | 1.03 | 0.3107 | Tukey-Kramer | 1.0000 | 0.05 | -3.3491 | 10.1807 | -10.0325 | 16.8642 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 2 | 3.8144 | 3.5246 | 30 | 1.08 | 0.2878 | Tukey-Kramer | 1.0000 | 0.05 | -3.3838 | 11.0127 | -10.4954 | 18.1242 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 2 | 3.6594 | 4.0444 | 30 | 0.90 | 0.3728 | Tukey-Kramer | 1.0000 | 0.05 | -4.6003 | 11.9191 | -12.7605 | 20.0793 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 3 | 1.0151 | 2.7517 | 30 | 0.37 | 0.7148 | Tukey-Kramer | 1.0000 | 0.05 | -4.6045 | 6.6348 | -10.1565 | 12.1868 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 3 | -0.3305 | 2.8260 | 30 | -0.12 | 0.9077 | Tukey-Kramer | 1.0000 | 0.05 | -6.1019 | 5.4409 | -11.8039 | 11.1429 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 3 | -2.2241 | 3.0183 | 30 | -0.74 | 0.4669 | Tukey-Kramer | 1.0000 | 0.05 | -8.3883 | 3.9401 | -14.4783 | 10.0300 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 1 | -0.1642 | 2.9312 | 30 | -0.06 | 0.9557 | Tukey-Kramer | 1.0000 | 0.05 | -6.1505 | 5.8221 | -12.0647 | 11.7363 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 1 | 0.8984 | 3.0524 | 30 | 0.29 | 0.7705 | Tukey-Kramer | 1.0000 | 0.05 | -5.3355 | 7.1322 | -11.4943 | 13.2910 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 1 | 0.5758 | 3.3592 | 30 | 0.17 | 0.8650 | Tukey-Kramer | 1.0000 | 0.05 | -6.2845 | 7.4362 | -13.0623 | 14.2140 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 2 | 2.2008 | 3.9665 | 30 | 0.55 | 0.5831 | Tukey-Kramer | 1.0000 | 0.05 | -5.8999 | 10.3014 | -13.9029 | 18.3045 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 2 | 2.8176 | 4.3168 | 30 | 0.65 | 0.5189 | Tukey-Kramer | 1.0000 | 0.05 | -5.9984 | 11.6337 | -14.7082 | 20.3435 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 2 | 0.6546 | 5.1480 | 30 | 0.13 | 0.8997 | Tukey-Kramer | 1.0000 | 0.05 | -9.8590 | 11.1683 | -20.2461 | 21.5554 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 3 | -0.1288 | 2.7206 | 30 | -0.05 | 0.9626 | Tukey-Kramer | 1.0000 | 0.05 | -5.6850 | 5.4275 | -11.1743 | 10.9168 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 3 | -1.0567 | 2.7865 | 30 | -0.38 | 0.7072 | Tukey-Kramer | 1.0000 | 0.05 | -6.7474 | 4.6340 | -12.3696 | 10.2562 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 3 | -1.7360 | 2.9577 | 30 | -0.59 | 0.5616 | Tukey-Kramer | 1.0000 | 0.05 | -7.7764 | 4.3044 | -13.7440 | 10.2720 |
hospbi*age_gr*sample | C | 3 | 2 | A | 3 | 3 | 4.2064 | 3.3668 | 30 | 1.25 | 0.2212 | Tukey-Kramer | 0.9999 | 0.05 | -2.6696 | 11.0824 | -9.4628 | 17.8755 |
hospbi*age_gr*sample | C | 3 | 2 | B | 3 | 3 | 3.9849 | 3.4203 | 30 | 1.17 | 0.2532 | Tukey-Kramer | 1.0000 | 0.05 | -3.0002 | 10.9701 | -9.9012 | 17.8710 |
hospbi*age_gr*sample | C | 3 | 2 | C | 3 | 3 | 3.3513 | 3.5611 | 30 | 0.94 | 0.3542 | Tukey-Kramer | 1.0000 | 0.05 | -3.9215 | 10.6241 | -11.1067 | 17.8093 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 1 | 3.2504 | 3.5392 | 30 | 0.92 | 0.3657 | Tukey-Kramer | 1.0000 | 0.05 | -3.9776 | 10.4783 | -11.1185 | 17.6192 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 1 | 2.6136 | 3.6402 | 30 | 0.72 | 0.4783 | Tukey-Kramer | 1.0000 | 0.05 | -4.8207 | 10.0479 | -12.1655 | 17.3926 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 1 | 3.0480 | 3.9010 | 30 | 0.78 | 0.4407 | Tukey-Kramer | 1.0000 | 0.05 | -4.9190 | 11.0149 | -12.7900 | 18.8859 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 2 | 5.5272 | 3.8608 | 30 | 1.43 | 0.1626 | Tukey-Kramer | 0.9989 | 0.05 | -2.3577 | 13.4120 | -10.1477 | 21.2020 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 2 | 5.9257 | 4.0444 | 30 | 1.47 | 0.1533 | Tukey-Kramer | 0.9985 | 0.05 | -2.3339 | 14.1854 | -10.4942 | 22.3456 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 2 | 5.7707 | 4.5045 | 30 | 1.28 | 0.2100 | Tukey-Kramer | 0.9998 | 0.05 | -3.4288 | 14.9701 | -12.5174 | 24.0588 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 3 | 3.1264 | 3.3920 | 30 | 0.92 | 0.3640 | Tukey-Kramer | 1.0000 | 0.05 | -3.8009 | 10.0538 | -10.6449 | 16.8977 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 3 | 1.7808 | 3.4525 | 30 | 0.52 | 0.6098 | Tukey-Kramer | 1.0000 | 0.05 | -5.2702 | 8.8318 | -12.2363 | 15.7980 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 3 | -0.1128 | 3.6117 | 30 | -0.03 | 0.9753 | Tukey-Kramer | 1.0000 | 0.05 | -7.4888 | 7.2632 | -14.7759 | 14.5503 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 1 | 1.9471 | 3.5392 | 30 | 0.55 | 0.5863 | Tukey-Kramer | 1.0000 | 0.05 | -5.2809 | 9.1750 | -12.4218 | 16.3159 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 1 | 3.0097 | 3.6402 | 30 | 0.83 | 0.4149 | Tukey-Kramer | 1.0000 | 0.05 | -4.4246 | 10.4440 | -11.7694 | 17.7887 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 1 | 2.6872 | 3.9010 | 30 | 0.69 | 0.4962 | Tukey-Kramer | 1.0000 | 0.05 | -5.2798 | 10.6541 | -13.1508 | 18.5251 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 2 | 4.3121 | 4.4347 | 30 | 0.97 | 0.3387 | Tukey-Kramer | 1.0000 | 0.05 | -4.7448 | 13.3690 | -13.6927 | 22.3169 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 2 | 4.9290 | 4.7506 | 30 | 1.04 | 0.3078 | Tukey-Kramer | 1.0000 | 0.05 | -4.7731 | 14.6310 | -14.3583 | 24.2162 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 2 | 2.7660 | 5.5169 | 30 | 0.50 | 0.6198 | Tukey-Kramer | 1.0000 | 0.05 | -8.5010 | 14.0330 | -19.6323 | 25.1642 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 3 | 1.9826 | 3.3668 | 30 | 0.59 | 0.5604 | Tukey-Kramer | 1.0000 | 0.05 | -4.8934 | 8.8585 | -11.6866 | 15.6517 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 3 | 1.0546 | 3.4203 | 30 | 0.31 | 0.7600 | Tukey-Kramer | 1.0000 | 0.05 | -5.9305 | 8.0397 | -12.8315 | 14.9407 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 3 | 0.3753 | 3.5611 | 30 | 0.11 | 0.9168 | Tukey-Kramer | 1.0000 | 0.05 | -6.8975 | 7.6481 | -14.0827 | 14.8333 |
hospbi*age_gr*sample | A | 3 | 3 | B | 3 | 3 | -0.2214 | 0.6490 | 30 | -0.34 | 0.7353 | Tukey-Kramer | 1.0000 | 0.05 | -1.5469 | 1.1040 | -2.8564 | 2.4135 |
hospbi*age_gr*sample | A | 3 | 3 | C | 3 | 3 | -0.8551 | 0.7758 | 30 | -1.10 | 0.2791 | Tukey-Kramer | 1.0000 | 0.05 | -2.4394 | 0.7293 | -4.0046 | 2.2945 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 1 | -0.9560 | 1.8896 | 30 | -0.51 | 0.6166 | Tukey-Kramer | 1.0000 | 0.05 | -4.8151 | 2.9031 | -8.6276 | 6.7157 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 1 | -1.5928 | 2.0727 | 30 | -0.77 | 0.4482 | Tukey-Kramer | 1.0000 | 0.05 | -5.8257 | 2.6401 | -10.0077 | 6.8221 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 1 | -1.1584 | 2.5026 | 30 | -0.46 | 0.6468 | Tukey-Kramer | 1.0000 | 0.05 | -6.2693 | 3.9525 | -11.3187 | 9.0019 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 2 | 1.3208 | 2.4395 | 30 | 0.54 | 0.5922 | Tukey-Kramer | 1.0000 | 0.05 | -3.6612 | 6.3028 | -8.5833 | 11.2248 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 2 | 1.7194 | 2.7206 | 30 | 0.63 | 0.5322 | Tukey-Kramer | 1.0000 | 0.05 | -3.8368 | 7.2756 | -9.3261 | 12.7649 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 2 | 1.5643 | 3.3668 | 30 | 0.46 | 0.6456 | Tukey-Kramer | 1.0000 | 0.05 | -5.3117 | 8.4403 | -12.1048 | 15.2335 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 3 | -1.0799 | 1.5970 | 30 | -0.68 | 0.5041 | Tukey-Kramer | 1.0000 | 0.05 | -4.3414 | 2.1816 | -7.5637 | 5.4038 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 3 | -2.4256 | 1.7219 | 30 | -1.41 | 0.1692 | Tukey-Kramer | 0.9991 | 0.05 | -5.9421 | 1.0910 | -9.4163 | 4.5652 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 3 | -4.3192 | 2.0221 | 30 | -2.14 | 0.0410 | Tukey-Kramer | 0.9004 | 0.05 | -8.4489 | -0.1895 | -12.5288 | 3.8904 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 1 | -2.2593 | 1.8896 | 30 | -1.20 | 0.2412 | Tukey-Kramer | 0.9999 | 0.05 | -6.1183 | 1.5998 | -9.9309 | 5.4124 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 1 | -1.1967 | 2.0727 | 30 | -0.58 | 0.5680 | Tukey-Kramer | 1.0000 | 0.05 | -5.4296 | 3.0363 | -9.6116 | 7.2182 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 1 | -1.5192 | 2.5026 | 30 | -0.61 | 0.5484 | Tukey-Kramer | 1.0000 | 0.05 | -6.6301 | 3.5917 | -11.6795 | 8.6411 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 2 | 0.1057 | 3.2729 | 30 | 0.03 | 0.9744 | Tukey-Kramer | 1.0000 | 0.05 | -6.5784 | 6.7898 | -13.1820 | 13.3934 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 2 | 0.7226 | 3.6896 | 30 | 0.20 | 0.8461 | Tukey-Kramer | 1.0000 | 0.05 | -6.8126 | 8.2578 | -14.2570 | 15.7022 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 2 | -1.4404 | 4.6347 | 30 | -0.31 | 0.7581 | Tukey-Kramer | 1.0000 | 0.05 | -10.9058 | 8.0250 | -20.2572 | 17.3764 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 3 | -2.2238 | 1.5428 | 30 | -1.44 | 0.1598 | Tukey-Kramer | 0.9988 | 0.05 | -5.3747 | 0.9271 | -8.4877 | 4.0401 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 3 | -3.1517 | 1.6562 | 30 | -1.90 | 0.0667 | Tukey-Kramer | 0.9645 | 0.05 | -6.5342 | 0.2307 | -9.8759 | 3.5724 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 3 | -3.8311 | 1.9304 | 30 | -1.98 | 0.0564 | Tukey-Kramer | 0.9470 | 0.05 | -7.7735 | 0.1114 | -11.6685 | 4.0063 |
hospbi*age_gr*sample | B | 3 | 3 | C | 3 | 3 | -0.6336 | 0.5788 | 30 | -1.09 | 0.2823 | Tukey-Kramer | 1.0000 | 0.05 | -1.8157 | 0.5484 | -2.9835 | 1.7162 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 1 | -0.7346 | 1.9832 | 30 | -0.37 | 0.7137 | Tukey-Kramer | 1.0000 | 0.05 | -4.7849 | 3.3158 | -8.7864 | 7.3173 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 1 | -1.3714 | 2.1584 | 30 | -0.64 | 0.5300 | Tukey-Kramer | 1.0000 | 0.05 | -5.7794 | 3.0366 | -10.1343 | 7.3916 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 1 | -0.9370 | 2.5740 | 30 | -0.36 | 0.7184 | Tukey-Kramer | 1.0000 | 0.05 | -6.1938 | 4.3199 | -11.3873 | 9.5134 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 2 | 1.5422 | 2.5127 | 30 | 0.61 | 0.5440 | Tukey-Kramer | 1.0000 | 0.05 | -3.5894 | 6.6738 | -8.6592 | 11.7436 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 2 | 1.9408 | 2.7865 | 30 | 0.70 | 0.4915 | Tukey-Kramer | 1.0000 | 0.05 | -3.7499 | 7.6315 | -9.3721 | 13.2537 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 2 | 1.7857 | 3.4203 | 30 | 0.52 | 0.6054 | Tukey-Kramer | 1.0000 | 0.05 | -5.1994 | 8.7709 | -12.1004 | 15.6719 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 3 | -0.8585 | 1.7068 | 30 | -0.50 | 0.6186 | Tukey-Kramer | 1.0000 | 0.05 | -4.3442 | 2.6272 | -7.7879 | 6.0709 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 3 | -2.2041 | 1.8242 | 30 | -1.21 | 0.2364 | Tukey-Kramer | 0.9999 | 0.05 | -5.9296 | 1.5213 | -9.6101 | 5.2019 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 3 | -4.0978 | 2.1099 | 30 | -1.94 | 0.0616 | Tukey-Kramer | 0.9568 | 0.05 | -8.4067 | 0.2112 | -12.6637 | 4.4682 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 1 | -2.0378 | 1.9832 | 30 | -1.03 | 0.3124 | Tukey-Kramer | 1.0000 | 0.05 | -6.0882 | 2.0125 | -10.0897 | 6.0140 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 1 | -0.9752 | 2.1584 | 30 | -0.45 | 0.6546 | Tukey-Kramer | 1.0000 | 0.05 | -5.3832 | 3.4328 | -9.7382 | 7.7877 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 1 | -1.2978 | 2.5740 | 30 | -0.50 | 0.6178 | Tukey-Kramer | 1.0000 | 0.05 | -6.5546 | 3.9591 | -11.7481 | 9.1526 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 2 | 0.3272 | 3.3278 | 30 | 0.10 | 0.9223 | Tukey-Kramer | 1.0000 | 0.05 | -6.4692 | 7.1235 | -13.1836 | 13.8379 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 2 | 0.9440 | 3.7384 | 30 | 0.25 | 0.8024 | Tukey-Kramer | 1.0000 | 0.05 | -6.6909 | 8.5789 | -14.2338 | 16.1219 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 2 | -1.2190 | 4.6737 | 30 | -0.26 | 0.7960 | Tukey-Kramer | 1.0000 | 0.05 | -10.7640 | 8.3260 | -20.1940 | 17.7561 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 3 | -2.0024 | 1.6562 | 30 | -1.21 | 0.2361 | Tukey-Kramer | 0.9999 | 0.05 | -5.3848 | 1.3801 | -8.7265 | 4.7218 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 3 | -2.9303 | 1.7623 | 30 | -1.66 | 0.1068 | Tukey-Kramer | 0.9920 | 0.05 | -6.5294 | 0.6688 | -10.0852 | 4.2246 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 3 | -3.6096 | 2.0222 | 30 | -1.79 | 0.0844 | Tukey-Kramer | 0.9818 | 0.05 | -7.7395 | 0.5202 | -11.8196 | 4.6003 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 1 | -0.1009 | 2.2174 | 30 | -0.05 | 0.9640 | Tukey-Kramer | 1.0000 | 0.05 | -4.6294 | 4.4275 | -9.1033 | 8.9014 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 1 | -0.7377 | 2.3753 | 30 | -0.31 | 0.7583 | Tukey-Kramer | 1.0000 | 0.05 | -5.5888 | 4.1133 | -10.3814 | 8.9059 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 1 | -0.3034 | 2.7584 | 30 | -0.11 | 0.9132 | Tukey-Kramer | 1.0000 | 0.05 | -5.9369 | 5.3301 | -11.5025 | 10.8958 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 2 | 2.1758 | 2.7013 | 30 | 0.81 | 0.4269 | Tukey-Kramer | 1.0000 | 0.05 | -3.3410 | 7.6927 | -8.7914 | 13.1430 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 2 | 2.5744 | 2.9577 | 30 | 0.87 | 0.3910 | Tukey-Kramer | 1.0000 | 0.05 | -3.4659 | 8.6148 | -9.4336 | 14.5824 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 2 | 2.4194 | 3.5611 | 30 | 0.68 | 0.5021 | Tukey-Kramer | 1.0000 | 0.05 | -4.8534 | 9.6922 | -12.0387 | 16.8774 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 3 | -0.2249 | 1.9740 | 30 | -0.11 | 0.9101 | Tukey-Kramer | 1.0000 | 0.05 | -4.2563 | 3.8065 | -8.2391 | 7.7893 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 3 | -1.5705 | 2.0763 | 30 | -0.76 | 0.4553 | Tukey-Kramer | 1.0000 | 0.05 | -5.8109 | 2.6699 | -10.0002 | 6.8592 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 3 | -3.4641 | 2.3313 | 30 | -1.49 | 0.1477 | Tukey-Kramer | 0.9982 | 0.05 | -8.2253 | 1.2970 | -12.9291 | 6.0009 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 1 | -1.4042 | 2.2174 | 30 | -0.63 | 0.5313 | Tukey-Kramer | 1.0000 | 0.05 | -5.9327 | 3.1242 | -10.4066 | 7.5982 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 1 | -0.3416 | 2.3753 | 30 | -0.14 | 0.8866 | Tukey-Kramer | 1.0000 | 0.05 | -5.1926 | 4.5094 | -9.9852 | 9.3020 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 1 | -0.6642 | 2.7584 | 30 | -0.24 | 0.8114 | Tukey-Kramer | 1.0000 | 0.05 | -6.2977 | 4.9693 | -11.8633 | 10.5350 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 2 | 0.9608 | 3.4724 | 30 | 0.28 | 0.7839 | Tukey-Kramer | 1.0000 | 0.05 | -6.1309 | 8.0524 | -13.1371 | 15.0587 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 2 | 1.5776 | 3.8677 | 30 | 0.41 | 0.6862 | Tukey-Kramer | 1.0000 | 0.05 | -6.3213 | 9.4766 | -14.1251 | 17.2804 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 2 | -0.5854 | 4.7778 | 30 | -0.12 | 0.9033 | Tukey-Kramer | 1.0000 | 0.05 | -10.3429 | 9.1721 | -19.9828 | 18.8121 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 3 | -1.3688 | 1.9304 | 30 | -0.71 | 0.4838 | Tukey-Kramer | 1.0000 | 0.05 | -5.3112 | 2.5737 | -9.2062 | 6.4686 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 3 | -2.2967 | 2.0222 | 30 | -1.14 | 0.2651 | Tukey-Kramer | 1.0000 | 0.05 | -6.4265 | 1.8332 | -10.5066 | 5.9133 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 3 | -2.9760 | 2.2523 | 30 | -1.32 | 0.1964 | Tukey-Kramer | 0.9997 | 0.05 | -7.5758 | 1.6237 | -12.1201 | 6.1680 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 1 | -0.6368 | 0.9178 | 30 | -0.69 | 0.4931 | Tukey-Kramer | 1.0000 | 0.05 | -2.5113 | 1.2377 | -4.3632 | 3.0896 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 1 | -0.2024 | 1.0971 | 30 | -0.18 | 0.8549 | Tukey-Kramer | 1.0000 | 0.05 | -2.4430 | 2.0382 | -4.6566 | 4.2518 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 2 | 2.2768 | 2.6723 | 30 | 0.85 | 0.4010 | Tukey-Kramer | 1.0000 | 0.05 | -3.1808 | 7.7343 | -8.5726 | 13.1261 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 2 | 2.6754 | 2.9312 | 30 | 0.91 | 0.3687 | Tukey-Kramer | 1.0000 | 0.05 | -3.3109 | 8.6617 | -9.2251 | 14.5758 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 2 | 2.5203 | 3.5392 | 30 | 0.71 | 0.4819 | Tukey-Kramer | 1.0000 | 0.05 | -4.7076 | 9.7483 | -11.8485 | 16.8892 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 3 | -0.1239 | 1.9341 | 30 | -0.06 | 0.9493 | Tukey-Kramer | 1.0000 | 0.05 | -4.0738 | 3.8259 | -7.9761 | 7.7282 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 3 | -1.4696 | 2.0384 | 30 | -0.72 | 0.4765 | Tukey-Kramer | 1.0000 | 0.05 | -5.6325 | 2.6934 | -9.7454 | 6.8062 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 3 | -3.3632 | 2.2976 | 30 | -1.46 | 0.1537 | Tukey-Kramer | 0.9985 | 0.05 | -8.0556 | 1.3292 | -12.6914 | 5.9650 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 1 | -1.3033 | 2.1819 | 30 | -0.60 | 0.5548 | Tukey-Kramer | 1.0000 | 0.05 | -5.7593 | 3.1528 | -10.1617 | 7.5552 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 1 | -0.2407 | 2.3422 | 30 | -0.10 | 0.9188 | Tukey-Kramer | 1.0000 | 0.05 | -5.0242 | 4.5428 | -9.7501 | 9.2687 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 1 | -0.5632 | 2.7300 | 30 | -0.21 | 0.8379 | Tukey-Kramer | 1.0000 | 0.05 | -6.1387 | 5.0122 | -11.6470 | 10.5206 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 2 | 1.0617 | 3.4499 | 30 | 0.31 | 0.7604 | Tukey-Kramer | 1.0000 | 0.05 | -5.9839 | 8.1074 | -12.9447 | 15.0682 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 2 | 1.6786 | 3.8475 | 30 | 0.44 | 0.6658 | Tukey-Kramer | 1.0000 | 0.05 | -6.1791 | 9.5363 | -13.9421 | 17.2993 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 2 | -0.4844 | 4.7614 | 30 | -0.10 | 0.9196 | Tukey-Kramer | 1.0000 | 0.05 | -10.2085 | 9.2397 | -19.8155 | 18.8467 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 3 | -1.2678 | 1.8896 | 30 | -0.67 | 0.5074 | Tukey-Kramer | 1.0000 | 0.05 | -5.1269 | 2.5912 | -8.9395 | 6.4038 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 3 | -2.1957 | 1.9832 | 30 | -1.11 | 0.2770 | Tukey-Kramer | 1.0000 | 0.05 | -6.2461 | 1.8546 | -10.2476 | 5.8561 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 3 | -2.8751 | 2.2174 | 30 | -1.30 | 0.2046 | Tukey-Kramer | 0.9998 | 0.05 | -7.4035 | 1.6534 | -11.8775 | 6.1273 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 1 | 0.4344 | 0.8185 | 30 | 0.53 | 0.5995 | Tukey-Kramer | 1.0000 | 0.05 | -1.2373 | 2.1061 | -2.8888 | 3.7576 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 2 | 2.9136 | 2.8047 | 30 | 1.04 | 0.3072 | Tukey-Kramer | 1.0000 | 0.05 | -2.8144 | 8.6416 | -8.4735 | 14.3006 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 2 | 3.3122 | 3.0524 | 30 | 1.09 | 0.2865 | Tukey-Kramer | 1.0000 | 0.05 | -2.9217 | 9.5460 | -9.0805 | 15.7048 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 2 | 3.1571 | 3.6402 | 30 | 0.87 | 0.3927 | Tukey-Kramer | 1.0000 | 0.05 | -4.2772 | 10.5914 | -11.6219 | 17.9362 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 3 | 0.5129 | 2.1133 | 30 | 0.24 | 0.8099 | Tukey-Kramer | 1.0000 | 0.05 | -3.8030 | 4.8288 | -8.0670 | 9.0927 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 3 | -0.8328 | 2.2092 | 30 | -0.38 | 0.7089 | Tukey-Kramer | 1.0000 | 0.05 | -5.3445 | 3.6790 | -9.8019 | 8.1364 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 3 | -2.7264 | 2.4504 | 30 | -1.11 | 0.2747 | Tukey-Kramer | 1.0000 | 0.05 | -7.7308 | 2.2780 | -12.6749 | 7.2221 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 1 | -0.6665 | 2.3422 | 30 | -0.28 | 0.7779 | Tukey-Kramer | 1.0000 | 0.05 | -5.4500 | 4.1170 | -10.1759 | 8.8429 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 1 | 0.3961 | 2.4923 | 30 | 0.16 | 0.8748 | Tukey-Kramer | 1.0000 | 0.05 | -4.6938 | 5.4861 | -9.7224 | 10.5147 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 1 | 0.07358 | 2.8598 | 30 | 0.03 | 0.9796 | Tukey-Kramer | 1.0000 | 0.05 | -5.7669 | 5.9141 | -11.5370 | 11.6842 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 2 | 1.6985 | 3.5535 | 30 | 0.48 | 0.6361 | Tukey-Kramer | 1.0000 | 0.05 | -5.5587 | 8.9557 | -12.7284 | 16.1255 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 2 | 2.3154 | 3.9407 | 30 | 0.59 | 0.5612 | Tukey-Kramer | 1.0000 | 0.05 | -5.7325 | 10.3633 | -13.6835 | 18.3142 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 2 | 0.1524 | 4.8370 | 30 | 0.03 | 0.9751 | Tukey-Kramer | 1.0000 | 0.05 | -9.7261 | 10.0308 | -19.4855 | 19.7903 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 3 | -0.6310 | 2.0727 | 30 | -0.30 | 0.7629 | Tukey-Kramer | 1.0000 | 0.05 | -4.8640 | 3.6019 | -9.0459 | 7.7839 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 3 | -1.5589 | 2.1584 | 30 | -0.72 | 0.4757 | Tukey-Kramer | 1.0000 | 0.05 | -5.9670 | 2.8491 | -10.3219 | 7.2040 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 3 | -2.2383 | 2.3753 | 30 | -0.94 | 0.3536 | Tukey-Kramer | 1.0000 | 0.05 | -7.0893 | 2.6127 | -11.8819 | 7.4053 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 2 | 2.4792 | 3.1358 | 30 | 0.79 | 0.4354 | Tukey-Kramer | 1.0000 | 0.05 | -3.9250 | 8.8834 | -10.2521 | 15.2105 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 2 | 2.8778 | 3.3592 | 30 | 0.86 | 0.3984 | Tukey-Kramer | 1.0000 | 0.05 | -3.9826 | 9.7382 | -10.7604 | 16.5159 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 2 | 2.7227 | 3.9010 | 30 | 0.70 | 0.4906 | Tukey-Kramer | 1.0000 | 0.05 | -5.2442 | 10.6897 | -13.1153 | 18.5607 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 3 | 0.07847 | 2.5363 | 30 | 0.03 | 0.9755 | Tukey-Kramer | 1.0000 | 0.05 | -5.1014 | 5.2583 | -10.2188 | 10.3758 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 3 | -1.2671 | 2.6168 | 30 | -0.48 | 0.6317 | Tukey-Kramer | 1.0000 | 0.05 | -6.6113 | 4.0770 | -11.8910 | 9.3567 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 3 | -3.1608 | 2.8234 | 30 | -1.12 | 0.2718 | Tukey-Kramer | 1.0000 | 0.05 | -8.9268 | 2.6053 | -14.6235 | 8.3019 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 1 | -1.1009 | 2.7300 | 30 | -0.40 | 0.6896 | Tukey-Kramer | 1.0000 | 0.05 | -6.6763 | 4.4746 | -12.1846 | 9.9829 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 1 | -0.03826 | 2.8598 | 30 | -0.01 | 0.9894 | Tukey-Kramer | 1.0000 | 0.05 | -5.8787 | 5.8022 | -11.6489 | 11.5724 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 1 | -0.3608 | 3.1852 | 30 | -0.11 | 0.9106 | Tukey-Kramer | 1.0000 | 0.05 | -6.8658 | 6.1442 | -13.2925 | 12.5709 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 2 | 1.2641 | 3.8202 | 30 | 0.33 | 0.7430 | Tukey-Kramer | 1.0000 | 0.05 | -6.5378 | 9.0661 | -14.2458 | 16.7741 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 2 | 1.8810 | 4.1828 | 30 | 0.45 | 0.6562 | Tukey-Kramer | 1.0000 | 0.05 | -6.6614 | 10.4234 | -15.1009 | 18.8629 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 2 | -0.2820 | 5.0362 | 30 | -0.06 | 0.9557 | Tukey-Kramer | 1.0000 | 0.05 | -10.5673 | 10.0033 | -20.7287 | 20.1647 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 3 | -1.0654 | 2.5026 | 30 | -0.43 | 0.6733 | Tukey-Kramer | 1.0000 | 0.05 | -6.1763 | 4.0455 | -11.2257 | 9.0949 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 3 | -1.9933 | 2.5740 | 30 | -0.77 | 0.4448 | Tukey-Kramer | 1.0000 | 0.05 | -7.2502 | 3.2635 | -12.4437 | 8.4570 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 3 | -2.6727 | 2.7584 | 30 | -0.97 | 0.3403 | Tukey-Kramer | 1.0000 | 0.05 | -8.3062 | 2.9608 | -13.8718 | 8.5265 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 2 | 0.3986 | 1.2980 | 30 | 0.31 | 0.7609 | Tukey-Kramer | 1.0000 | 0.05 | -2.2523 | 3.0495 | -4.8713 | 5.6685 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 2 | 0.2435 | 1.5515 | 30 | 0.16 | 0.8763 | Tukey-Kramer | 1.0000 | 0.05 | -2.9251 | 3.4122 | -6.0556 | 6.5427 |
hospbi*age_gr*sample | A | 6 | 2 | A | 6 | 3 | -2.4007 | 2.4741 | 30 | -0.97 | 0.3396 | Tukey-Kramer | 1.0000 | 0.05 | -7.4534 | 2.6520 | -12.4453 | 7.6438 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 3 | -3.7463 | 2.5565 | 30 | -1.47 | 0.1532 | Tukey-Kramer | 0.9985 | 0.05 | -8.9673 | 1.4746 | -14.1254 | 6.6327 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 3 | -5.6400 | 2.7676 | 30 | -2.04 | 0.0505 | Tukey-Kramer | 0.9328 | 0.05 | -11.2921 | 0.01215 | -16.8761 | 5.5962 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 1 | -3.5801 | 2.6723 | 30 | -1.34 | 0.1904 | Tukey-Kramer | 0.9996 | 0.05 | -9.0376 | 1.8775 | -14.4294 | 7.2693 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 1 | -2.5175 | 2.8047 | 30 | -0.90 | 0.3766 | Tukey-Kramer | 1.0000 | 0.05 | -8.2455 | 3.2106 | -13.9045 | 8.8696 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 1 | -2.8400 | 3.1358 | 30 | -0.91 | 0.3723 | Tukey-Kramer | 1.0000 | 0.05 | -9.2442 | 3.5642 | -15.5713 | 9.8913 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 2 | -1.2151 | 3.7792 | 30 | -0.32 | 0.7501 | Tukey-Kramer | 1.0000 | 0.05 | -8.9332 | 6.5031 | -16.5584 | 14.1282 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 2 | -0.5982 | 4.1453 | 30 | -0.14 | 0.8862 | Tukey-Kramer | 1.0000 | 0.05 | -9.0641 | 7.8677 | -17.4280 | 16.2316 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 2 | -2.7612 | 5.0051 | 30 | -0.55 | 0.5853 | Tukey-Kramer | 1.0000 | 0.05 | -12.9831 | 7.4607 | -23.0818 | 17.5594 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 3 | -3.5446 | 2.4395 | 30 | -1.45 | 0.1566 | Tukey-Kramer | 0.9987 | 0.05 | -8.5266 | 1.4374 | -13.4487 | 6.3595 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 3 | -4.4725 | 2.5127 | 30 | -1.78 | 0.0852 | Tukey-Kramer | 0.9824 | 0.05 | -9.6041 | 0.6591 | -14.6739 | 5.7289 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 3 | -5.1519 | 2.7013 | 30 | -1.91 | 0.0661 | Tukey-Kramer | 0.9638 | 0.05 | -10.6687 | 0.3650 | -16.1190 | 5.8153 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 2 | -0.1551 | 1.1576 | 30 | -0.13 | 0.8943 | Tukey-Kramer | 1.0000 | 0.05 | -2.5192 | 2.2090 | -4.8548 | 4.5447 |
hospbi*age_gr*sample | B | 6 | 2 | A | 6 | 3 | -2.7993 | 2.7517 | 30 | -1.02 | 0.3171 | Tukey-Kramer | 1.0000 | 0.05 | -8.4190 | 2.8204 | -13.9710 | 8.3723 |
hospbi*age_gr*sample | B | 6 | 2 | B | 6 | 3 | -4.1449 | 2.8260 | 30 | -1.47 | 0.1529 | Tukey-Kramer | 0.9985 | 0.05 | -9.9164 | 1.6265 | -15.6183 | 7.3284 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 3 | -6.0386 | 3.0183 | 30 | -2.00 | 0.0546 | Tukey-Kramer | 0.9430 | 0.05 | -12.2028 | 0.1256 | -18.2927 | 6.2156 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 1 | -3.9786 | 2.9312 | 30 | -1.36 | 0.1848 | Tukey-Kramer | 0.9995 | 0.05 | -9.9649 | 2.0076 | -15.8791 | 7.9218 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 1 | -2.9160 | 3.0524 | 30 | -0.96 | 0.3470 | Tukey-Kramer | 1.0000 | 0.05 | -9.1499 | 3.3178 | -15.3087 | 9.4766 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 1 | -3.2386 | 3.3592 | 30 | -0.96 | 0.3427 | Tukey-Kramer | 1.0000 | 0.05 | -10.0990 | 3.6218 | -16.8767 | 10.3996 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 2 | -1.6137 | 3.9665 | 30 | -0.41 | 0.6870 | Tukey-Kramer | 1.0000 | 0.05 | -9.7143 | 6.4870 | -17.7174 | 14.4901 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 2 | -0.9968 | 4.3168 | 30 | -0.23 | 0.8190 | Tukey-Kramer | 1.0000 | 0.05 | -9.8128 | 7.8192 | -18.5226 | 16.5291 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 2 | -3.1598 | 5.1480 | 30 | -0.61 | 0.5440 | Tukey-Kramer | 1.0000 | 0.05 | -13.6735 | 7.3539 | -24.0605 | 17.7410 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 3 | -3.9432 | 2.7206 | 30 | -1.45 | 0.1576 | Tukey-Kramer | 0.9987 | 0.05 | -9.4994 | 1.6130 | -14.9887 | 7.1023 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 3 | -4.8711 | 2.7865 | 30 | -1.75 | 0.0907 | Tukey-Kramer | 0.9856 | 0.05 | -10.5618 | 0.8196 | -16.1840 | 6.4418 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 3 | -5.5504 | 2.9577 | 30 | -1.88 | 0.0703 | Tukey-Kramer | 0.9692 | 0.05 | -11.5908 | 0.4899 | -17.5584 | 6.4576 |
hospbi*age_gr*sample | C | 6 | 2 | A | 6 | 3 | -2.6442 | 3.3920 | 30 | -0.78 | 0.4418 | Tukey-Kramer | 1.0000 | 0.05 | -9.5716 | 4.2831 | -16.4155 | 11.1270 |
hospbi*age_gr*sample | C | 6 | 2 | B | 6 | 3 | -3.9899 | 3.4525 | 30 | -1.16 | 0.2570 | Tukey-Kramer | 1.0000 | 0.05 | -11.0409 | 3.0612 | -18.0070 | 10.0273 |
hospbi*age_gr*sample | C | 6 | 2 | C | 6 | 3 | -5.8835 | 3.6117 | 30 | -1.63 | 0.1138 | Tukey-Kramer | 0.9938 | 0.05 | -13.2595 | 1.4925 | -20.5466 | 8.7796 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 1 | -3.8236 | 3.5392 | 30 | -1.08 | 0.2886 | Tukey-Kramer | 1.0000 | 0.05 | -11.0515 | 3.4044 | -18.1924 | 10.5453 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 1 | -2.7610 | 3.6402 | 30 | -0.76 | 0.4541 | Tukey-Kramer | 1.0000 | 0.05 | -10.1953 | 4.6733 | -17.5400 | 12.0181 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 1 | -3.0835 | 3.9010 | 30 | -0.79 | 0.4355 | Tukey-Kramer | 1.0000 | 0.05 | -11.0505 | 4.8834 | -18.9215 | 12.7545 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 2 | -1.4586 | 4.4347 | 30 | -0.33 | 0.7445 | Tukey-Kramer | 1.0000 | 0.05 | -10.5155 | 7.5983 | -19.4634 | 16.5462 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 2 | -0.8417 | 4.7506 | 30 | -0.18 | 0.8606 | Tukey-Kramer | 1.0000 | 0.05 | -10.5438 | 8.8603 | -20.1290 | 18.4455 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 2 | -3.0047 | 5.5169 | 30 | -0.54 | 0.5900 | Tukey-Kramer | 1.0000 | 0.05 | -14.2717 | 8.2623 | -25.4030 | 19.3936 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 3 | -3.7881 | 3.3668 | 30 | -1.13 | 0.2695 | Tukey-Kramer | 1.0000 | 0.05 | -10.6641 | 3.0879 | -17.4573 | 9.8810 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 3 | -4.7161 | 3.4203 | 30 | -1.38 | 0.1781 | Tukey-Kramer | 0.9994 | 0.05 | -11.7012 | 2.2691 | -18.6022 | 9.1701 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 3 | -5.3954 | 3.5611 | 30 | -1.52 | 0.1402 | Tukey-Kramer | 0.9976 | 0.05 | -12.6682 | 1.8774 | -19.8534 | 9.0626 |
hospbi*age_gr*sample | A | 6 | 3 | B | 6 | 3 | -1.3456 | 0.6938 | 30 | -1.94 | 0.0619 | Tukey-Kramer | 0.9573 | 0.05 | -2.7626 | 0.07136 | -4.1625 | 1.4713 |
hospbi*age_gr*sample | A | 6 | 3 | C | 6 | 3 | -3.2392 | 0.8293 | 30 | -3.91 | 0.0005 | Tukey-Kramer | 0.0709 | 0.05 | -4.9330 | -1.5455 | -6.6063 | 0.1278 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 1 | -1.1793 | 1.9341 | 30 | -0.61 | 0.5466 | Tukey-Kramer | 1.0000 | 0.05 | -5.1292 | 2.7705 | -9.0315 | 6.6728 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 1 | -0.1167 | 2.1133 | 30 | -0.06 | 0.9563 | Tukey-Kramer | 1.0000 | 0.05 | -4.4326 | 4.1992 | -8.6965 | 8.4631 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 1 | -0.4393 | 2.5363 | 30 | -0.17 | 0.8637 | Tukey-Kramer | 1.0000 | 0.05 | -5.6191 | 4.7406 | -10.7366 | 9.8580 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 2 | 1.1857 | 3.2987 | 30 | 0.36 | 0.7218 | Tukey-Kramer | 1.0000 | 0.05 | -5.5513 | 7.9226 | -12.2071 | 14.5784 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 2 | 1.8025 | 3.7126 | 30 | 0.49 | 0.6308 | Tukey-Kramer | 1.0000 | 0.05 | -5.7796 | 9.3846 | -13.2703 | 16.8754 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 2 | -0.3605 | 4.6531 | 30 | -0.08 | 0.9388 | Tukey-Kramer | 1.0000 | 0.05 | -9.8633 | 9.1423 | -19.2516 | 18.5307 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 3 | -1.1439 | 1.5970 | 30 | -0.72 | 0.4794 | Tukey-Kramer | 1.0000 | 0.05 | -4.4054 | 2.1176 | -7.6276 | 5.3399 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 3 | -2.0718 | 1.7068 | 30 | -1.21 | 0.2343 | Tukey-Kramer | 0.9999 | 0.05 | -5.5575 | 1.4139 | -9.0012 | 4.8576 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 3 | -2.7511 | 1.9740 | 30 | -1.39 | 0.1736 | Tukey-Kramer | 0.9993 | 0.05 | -6.7825 | 1.2802 | -10.7653 | 5.2631 |
hospbi*age_gr*sample | B | 6 | 3 | C | 6 | 3 | -1.8936 | 0.6188 | 30 | -3.06 | 0.0046 | Tukey-Kramer | 0.3604 | 0.05 | -3.1573 | -0.6300 | -4.4057 | 0.6185 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 1 | 0.1663 | 2.0384 | 30 | 0.08 | 0.9355 | Tukey-Kramer | 1.0000 | 0.05 | -3.9967 | 4.3293 | -8.1095 | 8.4421 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 1 | 1.2289 | 2.2092 | 30 | 0.56 | 0.5822 | Tukey-Kramer | 1.0000 | 0.05 | -3.2829 | 5.7406 | -7.7403 | 10.1980 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 1 | 0.9063 | 2.6168 | 30 | 0.35 | 0.7315 | Tukey-Kramer | 1.0000 | 0.05 | -4.4378 | 6.2505 | -9.7175 | 11.5302 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 2 | 2.5313 | 3.3610 | 30 | 0.75 | 0.4572 | Tukey-Kramer | 1.0000 | 0.05 | -4.3328 | 9.3953 | -11.1141 | 16.1767 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 2 | 3.1481 | 3.7680 | 30 | 0.84 | 0.4100 | Tukey-Kramer | 1.0000 | 0.05 | -4.5471 | 10.8434 | -12.1497 | 18.4460 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 2 | 0.9851 | 4.6974 | 30 | 0.21 | 0.8353 | Tukey-Kramer | 1.0000 | 0.05 | -8.6082 | 10.5785 | -18.0860 | 20.0563 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 3 | 0.2017 | 1.7219 | 30 | 0.12 | 0.9075 | Tukey-Kramer | 1.0000 | 0.05 | -3.3148 | 3.7183 | -6.7890 | 7.1925 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 3 | -0.7262 | 1.8242 | 30 | -0.40 | 0.6934 | Tukey-Kramer | 1.0000 | 0.05 | -4.4516 | 2.9993 | -8.1322 | 6.6798 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 3 | -1.4055 | 2.0763 | 30 | -0.68 | 0.5036 | Tukey-Kramer | 1.0000 | 0.05 | -5.6459 | 2.8349 | -9.8352 | 7.0242 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 1 | 2.0599 | 2.2976 | 30 | 0.90 | 0.3771 | Tukey-Kramer | 1.0000 | 0.05 | -2.6324 | 6.7523 | -7.2683 | 11.3881 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 1 | 3.1225 | 2.4504 | 30 | 1.27 | 0.2123 | Tukey-Kramer | 0.9998 | 0.05 | -1.8818 | 8.1269 | -6.8259 | 13.0710 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 1 | 2.8000 | 2.8234 | 30 | 0.99 | 0.3293 | Tukey-Kramer | 1.0000 | 0.05 | -2.9661 | 8.5660 | -8.6627 | 14.2627 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 2 | 4.4249 | 3.5242 | 30 | 1.26 | 0.2190 | Tukey-Kramer | 0.9999 | 0.05 | -2.7725 | 11.6223 | -9.8833 | 18.7331 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 2 | 5.0418 | 3.9143 | 30 | 1.29 | 0.2076 | Tukey-Kramer | 0.9998 | 0.05 | -2.9523 | 13.0358 | -10.8500 | 20.9336 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 2 | 2.8788 | 4.8155 | 30 | 0.60 | 0.5545 | Tukey-Kramer | 1.0000 | 0.05 | -6.9559 | 12.7134 | -16.6720 | 22.4296 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 3 | 2.0954 | 2.0221 | 30 | 1.04 | 0.3084 | Tukey-Kramer | 1.0000 | 0.05 | -2.0343 | 6.2250 | -6.1142 | 10.3050 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 3 | 1.1674 | 2.1099 | 30 | 0.55 | 0.5841 | Tukey-Kramer | 1.0000 | 0.05 | -3.1415 | 5.4764 | -7.3985 | 9.7334 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 3 | 0.4881 | 2.3313 | 30 | 0.21 | 0.8356 | Tukey-Kramer | 1.0000 | 0.05 | -4.2731 | 5.2493 | -8.9769 | 9.9531 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 1 | 1.0626 | 0.9178 | 30 | 1.16 | 0.2561 | Tukey-Kramer | 1.0000 | 0.05 | -0.8119 | 2.9371 | -2.6638 | 4.7890 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 1 | 0.7401 | 1.0971 | 30 | 0.67 | 0.5051 | Tukey-Kramer | 1.0000 | 0.05 | -1.5005 | 2.9806 | -3.7141 | 5.1942 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 2 | 2.3650 | 3.4499 | 30 | 0.69 | 0.4983 | Tukey-Kramer | 1.0000 | 0.05 | -4.6807 | 9.4107 | -11.6414 | 16.3714 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 2 | 2.9819 | 3.8475 | 30 | 0.78 | 0.4444 | Tukey-Kramer | 1.0000 | 0.05 | -4.8758 | 10.8395 | -12.6388 | 18.6026 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 2 | 0.8189 | 4.7614 | 30 | 0.17 | 0.8646 | Tukey-Kramer | 1.0000 | 0.05 | -8.9052 | 10.5430 | -18.5122 | 20.1500 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 3 | 0.03546 | 1.8896 | 30 | 0.02 | 0.9851 | Tukey-Kramer | 1.0000 | 0.05 | -3.8236 | 3.8945 | -7.6362 | 7.7071 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 3 | -0.8925 | 1.9832 | 30 | -0.45 | 0.6559 | Tukey-Kramer | 1.0000 | 0.05 | -4.9428 | 3.1579 | -8.9443 | 7.1594 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 3 | -1.5718 | 2.2174 | 30 | -0.71 | 0.4839 | Tukey-Kramer | 1.0000 | 0.05 | -6.1003 | 2.9567 | -10.5742 | 7.4306 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 1 | -0.3225 | 0.8185 | 30 | -0.39 | 0.6963 | Tukey-Kramer | 1.0000 | 0.05 | -1.9942 | 1.3491 | -3.6457 | 3.0007 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 2 | 1.3024 | 3.5535 | 30 | 0.37 | 0.7166 | Tukey-Kramer | 1.0000 | 0.05 | -5.9548 | 8.5596 | -13.1246 | 15.7294 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 2 | 1.9193 | 3.9407 | 30 | 0.49 | 0.6298 | Tukey-Kramer | 1.0000 | 0.05 | -6.1286 | 9.9671 | -14.0796 | 17.9181 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 2 | -0.2437 | 4.8370 | 30 | -0.05 | 0.9601 | Tukey-Kramer | 1.0000 | 0.05 | -10.1222 | 9.6347 | -19.8817 | 19.3942 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 3 | -1.0271 | 2.0727 | 30 | -0.50 | 0.6238 | Tukey-Kramer | 1.0000 | 0.05 | -5.2601 | 3.2058 | -9.4420 | 7.3878 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 3 | -1.9551 | 2.1584 | 30 | -0.91 | 0.3723 | Tukey-Kramer | 1.0000 | 0.05 | -6.3631 | 2.4529 | -10.7180 | 6.8079 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 3 | -2.6344 | 2.3753 | 30 | -1.11 | 0.2762 | Tukey-Kramer | 1.0000 | 0.05 | -7.4854 | 2.2166 | -12.2780 | 7.0092 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 2 | 1.6249 | 3.8202 | 30 | 0.43 | 0.6736 | Tukey-Kramer | 1.0000 | 0.05 | -6.1770 | 9.4269 | -13.8850 | 17.1349 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 2 | 2.2418 | 4.1828 | 30 | 0.54 | 0.5959 | Tukey-Kramer | 1.0000 | 0.05 | -6.3006 | 10.7842 | -14.7401 | 19.2237 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 2 | 0.07880 | 5.0362 | 30 | 0.02 | 0.9876 | Tukey-Kramer | 1.0000 | 0.05 | -10.2065 | 10.3641 | -20.3679 | 20.5255 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 3 | -0.7046 | 2.5026 | 30 | -0.28 | 0.7802 | Tukey-Kramer | 1.0000 | 0.05 | -5.8155 | 4.4063 | -10.8649 | 9.4557 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 3 | -1.6325 | 2.5740 | 30 | -0.63 | 0.5307 | Tukey-Kramer | 1.0000 | 0.05 | -6.8894 | 3.6243 | -12.0829 | 8.8178 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 3 | -2.3119 | 2.7584 | 30 | -0.84 | 0.4086 | Tukey-Kramer | 1.0000 | 0.05 | -7.9454 | 3.3216 | -13.5110 | 8.8873 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 2 | 0.6169 | 1.8357 | 30 | 0.34 | 0.7392 | Tukey-Kramer | 1.0000 | 0.05 | -3.1321 | 4.3658 | -6.8359 | 8.0696 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 2 | -1.5461 | 2.1942 | 30 | -0.70 | 0.4865 | Tukey-Kramer | 1.0000 | 0.05 | -6.0273 | 2.9350 | -10.4545 | 7.3622 |
hospbi*age_gr*sample | A | 9 | 2 | A | 9 | 3 | -2.3295 | 3.2729 | 30 | -0.71 | 0.4821 | Tukey-Kramer | 1.0000 | 0.05 | -9.0136 | 4.3546 | -15.6172 | 10.9581 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 3 | -3.2575 | 3.3278 | 30 | -0.98 | 0.3355 | Tukey-Kramer | 1.0000 | 0.05 | -10.0538 | 3.5388 | -16.7682 | 10.2533 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 3 | -3.9368 | 3.4724 | 30 | -1.13 | 0.2659 | Tukey-Kramer | 1.0000 | 0.05 | -11.0285 | 3.1549 | -18.0347 | 10.1611 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 2 | -2.1630 | 1.6371 | 30 | -1.32 | 0.1964 | Tukey-Kramer | 0.9997 | 0.05 | -5.5063 | 1.1803 | -8.8094 | 4.4834 |
hospbi*age_gr*sample | B | 9 | 2 | A | 9 | 3 | -2.9464 | 3.6896 | 30 | -0.80 | 0.4308 | Tukey-Kramer | 1.0000 | 0.05 | -10.4816 | 4.5888 | -17.9260 | 12.0332 |
hospbi*age_gr*sample | B | 9 | 2 | B | 9 | 3 | -3.8743 | 3.7384 | 30 | -1.04 | 0.3083 | Tukey-Kramer | 1.0000 | 0.05 | -11.5092 | 3.7606 | -19.0522 | 11.3035 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 3 | -4.5537 | 3.8677 | 30 | -1.18 | 0.2483 | Tukey-Kramer | 1.0000 | 0.05 | -12.4526 | 3.3453 | -20.2564 | 11.1491 |
hospbi*age_gr*sample | C | 9 | 2 | A | 9 | 3 | -0.7834 | 4.6347 | 30 | -0.17 | 0.8669 | Tukey-Kramer | 1.0000 | 0.05 | -10.2488 | 8.6820 | -19.6002 | 18.0334 |
hospbi*age_gr*sample | C | 9 | 2 | B | 9 | 3 | -1.7113 | 4.6737 | 30 | -0.37 | 0.7168 | Tukey-Kramer | 1.0000 | 0.05 | -11.2563 | 7.8337 | -20.6864 | 17.2637 |
hospbi*age_gr*sample | C | 9 | 2 | C | 9 | 3 | -2.3907 | 4.7778 | 30 | -0.50 | 0.6205 | Tukey-Kramer | 1.0000 | 0.05 | -12.1482 | 7.3668 | -21.7881 | 17.0068 |
hospbi*age_gr*sample | A | 9 | 3 | B | 9 | 3 | -0.9279 | 0.6490 | 30 | -1.43 | 0.1631 | Tukey-Kramer | 0.9989 | 0.05 | -2.2534 | 0.3975 | -3.5629 | 1.7070 |
hospbi*age_gr*sample | A | 9 | 3 | C | 9 | 3 | -1.6073 | 0.7758 | 30 | -2.07 | 0.0470 | Tukey-Kramer | 0.9225 | 0.05 | -3.1916 | -0.02293 | -4.7568 | 1.5423 |
hospbi*age_gr*sample | B | 9 | 3 | C | 9 | 3 | -0.6793 | 0.5788 | 30 | -1.17 | 0.2497 | Tukey-Kramer | 1.0000 | 0.05 | -1.8614 | 0.5027 | -3.0292 | 1.6705 |
Data for supplemental table 2 and Figure 1
/*ls means values by head body and tail*/
DATA cd45_lsmeans1 (drop=age_group);
set cd45_lsmeans;
if age_group^="" then delete;
stain="CD45 ";
rename _NAME_=pancreas_region;
run;
PROC print data=cd45_lsmeans1;
run;
/*grand mean values*/
PROC means data=cd45_lsmeans1 mean;
var lsmean;
class hospbin;
output out=cd45_grandmean;
run;
DATA cd45_grandmean (drop=_type_ _freq_ _stat_);
set cd45_grandmean;
if _stat_^="MEAN" then delete;
if hospbin="" then delete;
pancreas_region="Overall";
stain="CD45 ";
run;
/*combine files into 1*/
DATA cd45_fig1;
set cd45_lsmeans1 cd45_grandmean;
run;
PROC print data=cd45_fig1;
run;
The SAS System
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 3.97633 | CD45 |
2 | Head | 6 | 3.64362 | CD45 |
3 | Head | 9 | 4.86435 | CD45 |
4 | Body | 3 | 4.21742 | CD45 |
5 | Body | 6 | 4.17156 | CD45 |
6 | Body | 9 | 4.61384 | CD45 |
7 | Tail | 3 | 5.35137 | CD45 |
8 | Tail | 6 | 4.70966 | CD45 |
9 | Tail | 9 | 5.66880 | CD45 |
The SAS System
The MEANS Procedure
Analysis Variable : LSMEAN | ||
---|---|---|
hospbin | N Obs | Mean |
3 | 3 | 4.5150417 |
6 | 3 | 4.1749456 |
9 | 3 | 5.0489974 |
The SAS System
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 3.97633 | CD45 |
2 | Head | 6 | 3.64362 | CD45 |
3 | Head | 9 | 4.86435 | CD45 |
4 | Body | 3 | 4.21742 | CD45 |
5 | Body | 6 | 4.17156 | CD45 |
6 | Body | 9 | 4.61384 | CD45 |
7 | Tail | 3 | 5.35137 | CD45 |
8 | Tail | 6 | 4.70966 | CD45 |
9 | Tail | 9 | 5.66880 | CD45 |
10 | Overall | 3 | 4.51504 | CD45 |
11 | Overall | 6 | 4.17495 | CD45 |
12 | Overall | 9 | 5.04900 | CD45 |
Data for figure 2
Figure 2A generation
/*boxplots of staining levels grouped by panc region*/
PROC sort data=cd45;
by sample_type2;
run;
PROC means data=cd45 mean std median min max;
var percent_cd45;
by sample_type2;
run;
DATA long_cd45;
set cd45;
stain="CD45 ";
percent_cells=percent_cd45;
output;
stain="Insulin";
percent_cells=percent_insulin;
output;
stain="Negative";
percent_cells=percent_negative;
output;
drop percent_cd45 percent_insulin percent_negative;
run;
The SAS System
The MEANS Procedure
sample_type2=A
Analysis Variable : percent_cd45 %% CD45 Positive Cells | ||||
---|---|---|---|---|
Mean | Std Dev | Median | Minimum | Maximum |
4.4040423 | 2.9356949 | 3.6430000 | 0.4548470 | 12.3875000 |
sample_type2=B
Analysis Variable : percent_cd45 %% CD45 Positive Cells | ||||
---|---|---|---|---|
Mean | Std Dev | Median | Minimum | Maximum |
4.8285966 | 3.4253421 | 4.1014500 | 0.4878000 | 16.1682000 |
sample_type2=C
Analysis Variable : percent_cd45 %% CD45 Positive Cells | ||||
---|---|---|---|---|
Mean | Std Dev | Median | Minimum | Maximum |
5.6485486 | 4.3681732 | 4.5529300 | 0.5273950 | 18.4238000 |
ODS GRAPHICS ON / reset = all height= 4 in width=7 in border= off imagename="Fig2A";
ods listing image_dpi=600;
PROC sgplot data=long_cd45 (where=(stain = 'CD45')) noautolegend;
format sample_type2 $pancorder.;
styleattrs datacolors=(white) datacontrastcolors=(black);
scatter x=sample_type2 y=percent_cells/ group=stain name="Circles" jitter MARKERATTRS=(symbol=circle size=10) MARKEROUTLINEATTRS=(thickness=1) transparency=0.4;
vbox percent_cells / whiskerpct=5 /*95% percentile*/ category=sample_type2 group=stain transparency=0.50 meanattrs=(color=black symbol=circlefilled size=14) fillattrs=(color=white transparency=.5);
yaxis grid;
xaxis discreteorder=data labelattrs=(size=18) valueattrs=(size=18) label="Pancreas region" labelattrs=(size = 19 Family=Arial weight=bold);
yaxis values=(0 to 20 by 5) labelattrs=(size=18) valueattrs=(size=18) label="CD45+ cells (% total)" labelattrs = (size = 19 Family=Arial weight=bold);
inset /title= "a" titleattrs=(size=19) titleattrs=(weight=bold) position=topright noborder;
run;
ODS GRAPHICS off;
Figure 2B generation. Code for figure adapoted from Robin High, University of Nebraska Medical Center and is available here.
/*need to prepare data file*/
DATA differences (drop=hospbin _hospbin age_group _age_group);
format sample_type2 $pancorder. _sample_type2 $pancorder.;
set cd45_lsmeans_diff;
if effect^="sample_type2" then delete;
if sample_type2="A" then region1="Head";
if sample_type2="B" then region1="Body";
if sample_type2="C" then region1="Tail";
if _sample_type2="A" then region2="Head";
if _sample_type2="B" then region2="Body";
if _sample_type2="C" then region2="Tail";
run;
PROC print data=differences;
run;
The SAS System
Obs | sample_type2 | _sample_type2 | Effect | Estimate | StdErr | DF | tValue | Probt | Adjustment | Adjp | Alpha | Lower | Upper | AdjLower | AdjUpper | region1 | region2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Head | Body | sample_type2 | -0.1728 | 0.3664 | 30 | -0.47 | 0.6405 | Tukey-Kramer | 0.8850 | 0.05 | -0.9210 | 0.5754 | -1.0760 | 0.7303 | Head | Body |
2 | Head | Tail | sample_type2 | -1.0818 | 0.4379 | 30 | -2.47 | 0.0194 | Tukey-Kramer | 0.0494 | 0.05 | -1.9762 | -0.1875 | -2.1614 | -0.00230 | Head | Tail |
3 | Body | Tail | sample_type2 | -0.9090 | 0.3267 | 30 | -2.78 | 0.0092 | Tukey-Kramer | 0.0244 | 0.05 | -1.5762 | -0.2418 | -1.7144 | -0.1036 | Body | Tail |
/* Forest Plot of Differences
with the file of differences add a text variable called label describing each comparison;*/
DATA dfs2;
SET differences (rename=(estimate=mndif1 adjlower=adjlower1 adjupper=adjupper1));
DROP ptxt;
LENGTH label $30 ptxt $4;
IF pvalue < .001 then ptxt=', p='; else ptxt=', p=';
label = CAT(put(region1,4.),' vs ',
put(region2,4.));
* new variables for non-significant differences, set existing to missing;
IF (pvalue GE 0.05) then do;
mndif2 = mndif1; adjlower2 = adjlower1; adjupper2 =adjupper1;
mndif1 = . ; adjlower1 = . ; adjupper1 = . ;
end;
RUN;
PROC print data=dfs2;
run;
ODS GRAPHICS ON / reset = all height= 4 in width=7 in border= off imagename="Fig2B";
ods listing image_dpi=600;
PROC sgplot data=dfs2 noautolegend;
REFLINE 0 / axis=x lineattrs=(color=black pattern=2 thickness=1) transparency=0;
SCATTER y=label x=mndif1 / xerrorlower=adjlower1 xerrorupper=adjupper1
errorbarattrs=(color=black pattern=1 thickness=2)
markerattrs=(color=black symbol= circlefilled size=16)
datalabel=mndif1 datalabelattrs=(color=black size=16) y2axis;
/* print the differences at the center of each confidence interval */
SCATTER y=label x=mndif2 / xerrorlower=adjlower2 xerrorupper=adjupper2
markerattrs=(color=black symbol= circlefilled size=16)
datalabel=mndif2 datalabelattrs=(color=black size=16) y2axis;
XAXIS offsetmin=0.05 offsetmax=0.05 label='Differences and Adjusted 95% CI' labelattrs=(size = 18 Family=Arial weight=bold) values=(-3 to 1 by 1) valueattrs=(size=18);
Y2AXIS offsetmin=0.12 offsetmax=0.12 display=(Nolabel Noticks) reverse labelattrs=(size=18) valueattrs=(size=18);
inset /title= "b" titleattrs=(size=18) titleattrs=(weight=bold) position=topright noborder;
FORMAT mndif1 mndif2 5.2;
title ;
run;
ODS GRAPHICS off;
The SAS System
Obs | sample_type2 | _sample_type2 | Effect | mndif1 | StdErr | DF | tValue | Probt | Adjustment | Adjp | Alpha | Lower | Upper | adjlower1 | adjupper1 | region1 | region2 | label | pvalue | mndif2 | adjlower2 | adjupper2 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Head | Body | sample_type2 | -0.1728 | 0.3664 | 30 | -0.47 | 0.6405 | Tukey-Kramer | 0.8850 | 0.05 | -0.9210 | 0.5754 | -1.0760 | 0.7303 | Head | Body | Head vs Body | . | . | . | . |
2 | Head | Tail | sample_type2 | -1.0818 | 0.4379 | 30 | -2.47 | 0.0194 | Tukey-Kramer | 0.0494 | 0.05 | -1.9762 | -0.1875 | -2.1614 | -0.00230 | Head | Tail | Head vs Tail | . | . | . | . |
3 | Body | Tail | sample_type2 | -0.9090 | 0.3267 | 30 | -2.78 | 0.0092 | Tukey-Kramer | 0.0244 | 0.05 | -1.5762 | -0.2418 | -1.7144 | -0.1036 | Body | Tail | Body vs Tail | . | . | . | . |
To combine 2a and 2b into one figure, take png files and combine in inkscape at 1100mm width, 379mm height, 600 dpi. From there, use online image converter to change from png to eps.
statistical analysis model
PROC glm data=cd68_no_insulin;
class hospbin age_group;
model Head Body Tail= hospbin|age_group/nouni;
repeated sample_type2 / short printe;
lsmeans hospbin|age_group /out=cd68_lsmeans (drop=stderr);
run;
quit;
PROC mixed data=cd68;
class case hospbin age_group sample_type2;
model percent_cd68=hospbin|age_group|sample_type2;
repeated sample_type2/ subject=case(hospbin) type=un;
lsmeans hospbin|age_group|sample_type2 /adjust=tukey cl pdiff alpha=0.05;
run;
The GLM Procedure
Class Level Information | ||
---|---|---|
Class | Levels | Values |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
Number of Observations Read | 39 |
---|---|
Number of Observations Used | 39 |
The GLM Procedure
Repeated Measures Analysis of Variance
Repeated Measures Level Information | |||
---|---|---|---|
Dependent Variable | Head | Body | Tail |
Level of sample_type2 | 1 | 2 | 3 |
Partial Correlation Coefficients from the Error SSCP Matrix / Prob > |r| | |||
---|---|---|---|
DF = 30 | Head | Body | Tail |
Head |
1.000000
|
0.862037
<.0001
|
0.909662
<.0001
|
Body |
0.862037
<.0001
|
1.000000
|
0.872630
<.0001
|
Tail |
0.909662
<.0001
|
0.872630
<.0001
|
1.000000
|
E = Error SSCP Matrix sample_type2_N represents the contrast between the nth level of sample_type2 and the last |
||
---|---|---|
sample_type2_1 | sample_type2_2 | |
sample_type2_1 | 50.151 | 32.616 |
sample_type2_2 | 32.616 | 65.805 |
Partial Correlation Coefficients from the Error SSCP Matrix of the Variables Defined by the Specified Transformation / Prob > |r| | ||
---|---|---|
DF = 30 | sample_type2_1 | sample_type2_2 |
sample_type2_1 |
1.000000
|
0.567753
0.0009
|
sample_type2_2 |
0.567753
0.0009
|
1.000000
|
Sphericity Tests | ||||
---|---|---|---|---|
Variables | DF | Mauchly's Criterion | Chi-Square | Pr > ChiSq |
Transformed Variates | 2 | 0.6653069 | 11.817699 | 0.0027 |
Orthogonal Components | 2 | 0.9659646 | 1.0042133 | 0.6053 |
MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no sample_type2 Effect H = Type III SSCP Matrix for sample_type2 E = Error SSCP Matrix S=1 M=0 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
Wilks' Lambda | 0.89505139 | 1.70 | 2 | 29 | 0.2004 |
Pillai's Trace | 0.10494861 | 1.70 | 2 | 29 | 0.2004 |
Hotelling-Lawley Trace | 0.11725429 | 1.70 | 2 | 29 | 0.2004 |
Roy's Greatest Root | 0.11725429 | 1.70 | 2 | 29 | 0.2004 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin Effect H = Type III SSCP Matrix for sample_type2*hospbin E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.91997142 | 0.62 | 4 | 58 | 0.6518 |
Pillai's Trace | 0.08093707 | 0.63 | 4 | 60 | 0.6412 |
Hotelling-Lawley Trace | 0.08600276 | 0.62 | 4 | 33.787 | 0.6534 |
Roy's Greatest Root | 0.07235429 | 1.09 | 2 | 30 | 0.3507 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*age_group Effect H = Type III SSCP Matrix for sample_type2*age_group E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.90093548 | 0.78 | 4 | 58 | 0.5451 |
Pillai's Trace | 0.10038169 | 0.79 | 4 | 60 | 0.5346 |
Hotelling-Lawley Trace | 0.10849539 | 0.78 | 4 | 33.787 | 0.5471 |
Roy's Greatest Root | 0.09272899 | 1.39 | 2 | 30 | 0.2644 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin*age_group Effect H = Type III SSCP Matrix for sample_type2*hospbin*age_group E = Error SSCP Matrix S=2 M=0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.70965461 | 1.36 | 8 | 58 | 0.2351 |
Pillai's Trace | 0.30564435 | 1.35 | 8 | 60 | 0.2358 |
Hotelling-Lawley Trace | 0.38757788 | 1.38 | 8 | 39.176 | 0.2361 |
Roy's Greatest Root | 0.32026359 | 2.40 | 4 | 30 | 0.0719 |
The GLM Procedure
Repeated Measures Analysis of Variance
Tests of Hypotheses for Between Subjects Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F |
---|---|---|---|---|---|
hospbin | 2 | 15.4217801 | 7.7108901 | 0.40 | 0.6768 |
age_group | 2 | 5.7086161 | 2.8543080 | 0.15 | 0.8644 |
hospbin*age_group | 4 | 84.5180004 | 21.1295001 | 1.08 | 0.3822 |
Error | 30 | 584.9659330 | 19.4988644 |
The GLM Procedure
Repeated Measures Analysis of Variance
Univariate Tests of Hypotheses for Within Subject Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F | Adj Pr > F | |
---|---|---|---|---|---|---|---|
G - G | H-F-L | ||||||
sample_type2 | 2 | 2.73498881 | 1.36749440 | 1.48 | 0.2366 | 0.2370 | 0.2366 |
sample_type2*hospbin | 4 | 2.35829187 | 0.58957297 | 0.64 | 0.6383 | 0.6333 | 0.6383 |
sample_type2*age_group | 4 | 2.72728578 | 0.68182145 | 0.74 | 0.5709 | 0.5668 | 0.5709 |
sample_type2*hospbin*age_group | 8 | 9.50018091 | 1.18752261 | 1.28 | 0.2698 | 0.2717 | 0.2698 |
Error(sample_type2) | 60 | 55.56024159 | 0.92600403 |
Greenhouse-Geisser Epsilon | 0.9671 |
---|---|
Huynh-Feldt-Lecoutre Epsilon | 1.0326 |
The GLM Procedure
Least Squares Means
hospbin | Head LSMEAN |
---|---|
3 | 2.11728685 |
6 | 2.11608285 |
9 | 3.43758125 |
hospbin | Body LSMEAN |
---|---|
3 | 2.81909324 |
6 | 2.58785874 |
9 | 3.18991917 |
hospbin | Tail LSMEAN |
---|---|
3 | 2.81955772 |
6 | 2.41700594 |
9 | 3.80707425 |
age_group | Head LSMEAN |
---|---|
1 | 3.13823031 |
2 | 2.02036300 |
3 | 2.51235764 |
age_group | Body LSMEAN |
---|---|
1 | 3.08226794 |
2 | 2.61529383 |
3 | 2.89930936 |
age_group | Tail LSMEAN |
---|---|
1 | 3.21079489 |
2 | 2.47398517 |
3 | 3.35885786 |
hospbin | age_group | Head LSMEAN |
---|---|---|
3 | 1 | 1.62014067 |
3 | 2 | 3.27999250 |
3 | 3 | 1.45172738 |
6 | 1 | 2.66193775 |
6 | 2 | 1.10180650 |
6 | 3 | 2.58450429 |
9 | 1 | 5.13261250 |
9 | 2 | 1.67929000 |
9 | 3 | 3.50084125 |
hospbin | age_group | Body LSMEAN |
---|---|---|
3 | 1 | 1.78869133 |
3 | 2 | 5.22790350 |
3 | 3 | 1.44068488 |
6 | 1 | 3.36748250 |
6 | 2 | 1.00343800 |
6 | 3 | 3.39265571 |
9 | 1 | 4.09063000 |
9 | 2 | 1.61454000 |
9 | 3 | 3.86458750 |
hospbin | age_group | Tail LSMEAN |
---|---|---|
3 | 1 | 1.74930567 |
3 | 2 | 5.00996250 |
3 | 3 | 1.69940500 |
6 | 1 | 2.90622625 |
6 | 2 | 1.35808300 |
6 | 3 | 2.98670857 |
9 | 1 | 4.97685275 |
9 | 2 | 1.05391000 |
9 | 3 | 5.39046000 |
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.CD68 |
Dependent Variable | percent_cd68 |
Covariance Structure | Unstructured |
Subject Effect | Case(hospbin) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
sample_type2 | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 6 |
Columns in X | 64 |
Columns in Z | 0 |
Subjects | 39 |
Max Obs per Subject | 3 |
Number of Observations | |
---|---|
Number of Observations Read | 117 |
Number of Observations Used | 117 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 466.11903024 | |
1 | 1 | 365.10229756 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(hospbin) | 5.9362 |
UN(2,1) | Case(hospbin) | 5.2666 |
UN(2,2) | Case(hospbin) | 6.2878 |
UN(3,1) | Case(hospbin) | 6.6957 |
UN(3,2) | Case(hospbin) | 6.6106 |
UN(3,3) | Case(hospbin) | 9.1269 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | 365.1 |
AIC (Smaller is Better) | 377.1 |
AICC (Smaller is Better) | 378.1 |
BIC (Smaller is Better) | 387.1 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
5 | 101.02 | <.0001 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
hospbin | 2 | 30 | 0.40 | 0.6768 |
age_group | 2 | 30 | 0.15 | 0.8644 |
hospbin*age_group | 4 | 30 | 1.08 | 0.3822 |
sample_type2 | 2 | 30 | 1.76 | 0.1895 |
hospbin*sample_type2 | 4 | 30 | 0.65 | 0.6347 |
age_group*sample_typ | 4 | 30 | 0.81 | 0.5265 |
hospbi*age_gr*sample | 8 | 30 | 1.45 | 0.2158 |
Least Squares Means | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
hospbin | 3 | 2.5853 | 0.8319 | 30 | 3.11 | 0.0041 | 0.05 | 0.8863 | 4.2843 | ||
hospbin | 6 | 2.3736 | 0.8030 | 30 | 2.96 | 0.0060 | 0.05 | 0.7337 | 4.0136 | ||
hospbin | 9 | 3.4782 | 0.9965 | 30 | 3.49 | 0.0015 | 0.05 | 1.4431 | 5.5133 | ||
age_group | 1 | 3.1438 | 0.7758 | 30 | 4.05 | 0.0003 | 0.05 | 1.5594 | 4.7281 | ||
age_group | 2 | 2.3699 | 1.2018 | 30 | 1.97 | 0.0579 | 0.05 | -0.08455 | 4.8243 | ||
age_group | 3 | 2.9235 | 0.5326 | 30 | 5.49 | <.0001 | 0.05 | 1.8357 | 4.0113 | ||
hospbin*age_group | 3 | 1 | 1.7194 | 1.4719 | 30 | 1.17 | 0.2520 | 0.05 | -1.2867 | 4.7254 | |
hospbin*age_group | 3 | 2 | 4.5060 | 1.8027 | 30 | 2.50 | 0.0181 | 0.05 | 0.8243 | 8.1876 | |
hospbin*age_group | 3 | 3 | 1.5306 | 0.9014 | 30 | 1.70 | 0.0998 | 0.05 | -0.3102 | 3.3714 | |
hospbin*age_group | 6 | 1 | 2.9785 | 1.2747 | 30 | 2.34 | 0.0263 | 0.05 | 0.3752 | 5.5819 | |
hospbin*age_group | 6 | 2 | 1.1544 | 1.8027 | 30 | 0.64 | 0.5268 | 0.05 | -2.5272 | 4.8361 | |
hospbin*age_group | 6 | 3 | 2.9880 | 0.9636 | 30 | 3.10 | 0.0042 | 0.05 | 1.0200 | 4.9559 | |
hospbin*age_group | 9 | 1 | 4.7334 | 1.2747 | 30 | 3.71 | 0.0008 | 0.05 | 2.1300 | 7.3367 | |
hospbin*age_group | 9 | 2 | 1.4492 | 2.5494 | 30 | 0.57 | 0.5740 | 0.05 | -3.7574 | 6.6559 | |
hospbin*age_group | 9 | 3 | 4.2520 | 0.9014 | 30 | 4.72 | <.0001 | 0.05 | 2.4111 | 6.0928 | |
sample_type2 | A | 2.5570 | 0.4862 | 30 | 5.26 | <.0001 | 0.05 | 1.5639 | 3.5500 | ||
sample_type2 | B | 2.8656 | 0.5004 | 30 | 5.73 | <.0001 | 0.05 | 1.8436 | 3.8877 | ||
sample_type2 | C | 3.0145 | 0.6029 | 30 | 5.00 | <.0001 | 0.05 | 1.7832 | 4.2459 | ||
hospbin*sample_type2 | A | 3 | 2.1173 | 0.7950 | 30 | 2.66 | 0.0123 | 0.05 | 0.4936 | 3.7410 | |
hospbin*sample_type2 | B | 3 | 2.8191 | 0.8182 | 30 | 3.45 | 0.0017 | 0.05 | 1.1480 | 4.4902 | |
hospbin*sample_type2 | C | 3 | 2.8196 | 0.9858 | 30 | 2.86 | 0.0076 | 0.05 | 0.8062 | 4.8329 | |
hospbin*sample_type2 | A | 6 | 2.1161 | 0.7674 | 30 | 2.76 | 0.0098 | 0.05 | 0.5488 | 3.6833 | |
hospbin*sample_type2 | B | 6 | 2.5879 | 0.7898 | 30 | 3.28 | 0.0027 | 0.05 | 0.9749 | 4.2008 | |
hospbin*sample_type2 | C | 6 | 2.4170 | 0.9516 | 30 | 2.54 | 0.0165 | 0.05 | 0.4737 | 4.3603 | |
hospbin*sample_type2 | A | 9 | 3.4376 | 0.9523 | 30 | 3.61 | 0.0011 | 0.05 | 1.4927 | 5.3825 | |
hospbin*sample_type2 | B | 9 | 3.1899 | 0.9801 | 30 | 3.25 | 0.0028 | 0.05 | 1.1882 | 5.1916 | |
hospbin*sample_type2 | C | 9 | 3.8071 | 1.1808 | 30 | 3.22 | 0.0030 | 0.05 | 1.3955 | 6.2187 | |
age_group*sample_typ | A | 1 | 3.1382 | 0.7414 | 30 | 4.23 | 0.0002 | 0.05 | 1.6241 | 4.6523 | |
age_group*sample_typ | B | 1 | 3.0823 | 0.7630 | 30 | 4.04 | 0.0003 | 0.05 | 1.5240 | 4.6406 | |
age_group*sample_typ | C | 1 | 3.2108 | 0.9193 | 30 | 3.49 | 0.0015 | 0.05 | 1.3334 | 5.0882 | |
age_group*sample_typ | A | 2 | 2.0204 | 1.1485 | 30 | 1.76 | 0.0888 | 0.05 | -0.3253 | 4.3660 | |
age_group*sample_typ | B | 2 | 2.6153 | 1.1821 | 30 | 2.21 | 0.0347 | 0.05 | 0.2012 | 5.0294 | |
age_group*sample_typ | C | 2 | 2.4740 | 1.4242 | 30 | 1.74 | 0.0926 | 0.05 | -0.4345 | 5.3825 | |
age_group*sample_typ | A | 3 | 2.5124 | 0.5090 | 30 | 4.94 | <.0001 | 0.05 | 1.4728 | 3.5519 | |
age_group*sample_typ | B | 3 | 2.8993 | 0.5239 | 30 | 5.53 | <.0001 | 0.05 | 1.8294 | 3.9692 | |
age_group*sample_typ | C | 3 | 3.3589 | 0.6312 | 30 | 5.32 | <.0001 | 0.05 | 2.0698 | 4.6479 | |
hospbi*age_gr*sample | A | 3 | 1 | 1.6201 | 1.4067 | 30 | 1.15 | 0.2585 | 0.05 | -1.2527 | 4.4929 |
hospbi*age_gr*sample | B | 3 | 1 | 1.7887 | 1.4477 | 30 | 1.24 | 0.2262 | 0.05 | -1.1680 | 4.7454 |
hospbi*age_gr*sample | C | 3 | 1 | 1.7493 | 1.7442 | 30 | 1.00 | 0.3239 | 0.05 | -1.8129 | 5.3115 |
hospbi*age_gr*sample | A | 3 | 2 | 3.2800 | 1.7228 | 30 | 1.90 | 0.0666 | 0.05 | -0.2385 | 6.7984 |
hospbi*age_gr*sample | B | 3 | 2 | 5.2279 | 1.7731 | 30 | 2.95 | 0.0061 | 0.05 | 1.6067 | 8.8491 |
hospbi*age_gr*sample | C | 3 | 2 | 5.0100 | 2.1362 | 30 | 2.35 | 0.0258 | 0.05 | 0.6472 | 9.3727 |
hospbi*age_gr*sample | A | 3 | 3 | 1.4517 | 0.8614 | 30 | 1.69 | 0.1023 | 0.05 | -0.3075 | 3.2110 |
hospbi*age_gr*sample | B | 3 | 3 | 1.4407 | 0.8866 | 30 | 1.63 | 0.1146 | 0.05 | -0.3699 | 3.2513 |
hospbi*age_gr*sample | C | 3 | 3 | 1.6994 | 1.0681 | 30 | 1.59 | 0.1221 | 0.05 | -0.4820 | 3.8808 |
hospbi*age_gr*sample | A | 6 | 1 | 2.6619 | 1.2182 | 30 | 2.19 | 0.0368 | 0.05 | 0.1740 | 5.1499 |
hospbi*age_gr*sample | B | 6 | 1 | 3.3675 | 1.2538 | 30 | 2.69 | 0.0117 | 0.05 | 0.8069 | 5.9280 |
hospbi*age_gr*sample | C | 6 | 1 | 2.9062 | 1.5105 | 30 | 1.92 | 0.0639 | 0.05 | -0.1787 | 5.9912 |
hospbi*age_gr*sample | A | 6 | 2 | 1.1018 | 1.7228 | 30 | 0.64 | 0.5273 | 0.05 | -2.4166 | 4.6203 |
hospbi*age_gr*sample | B | 6 | 2 | 1.0034 | 1.7731 | 30 | 0.57 | 0.5757 | 0.05 | -2.6177 | 4.6246 |
hospbi*age_gr*sample | C | 6 | 2 | 1.3581 | 2.1362 | 30 | 0.64 | 0.5298 | 0.05 | -3.0047 | 5.7208 |
hospbi*age_gr*sample | A | 6 | 3 | 2.5845 | 0.9209 | 30 | 2.81 | 0.0087 | 0.05 | 0.7038 | 4.4652 |
hospbi*age_gr*sample | B | 6 | 3 | 3.3927 | 0.9478 | 30 | 3.58 | 0.0012 | 0.05 | 1.4571 | 5.3282 |
hospbi*age_gr*sample | C | 6 | 3 | 2.9867 | 1.1419 | 30 | 2.62 | 0.0138 | 0.05 | 0.6547 | 5.3187 |
hospbi*age_gr*sample | A | 9 | 1 | 5.1326 | 1.2182 | 30 | 4.21 | 0.0002 | 0.05 | 2.6447 | 7.6205 |
hospbi*age_gr*sample | B | 9 | 1 | 4.0906 | 1.2538 | 30 | 3.26 | 0.0028 | 0.05 | 1.5301 | 6.6512 |
hospbi*age_gr*sample | C | 9 | 1 | 4.9769 | 1.5105 | 30 | 3.29 | 0.0025 | 0.05 | 1.8919 | 8.0618 |
hospbi*age_gr*sample | A | 9 | 2 | 1.6793 | 2.4364 | 30 | 0.69 | 0.4960 | 0.05 | -3.2966 | 6.6551 |
hospbi*age_gr*sample | B | 9 | 2 | 1.6145 | 2.5075 | 30 | 0.64 | 0.5246 | 0.05 | -3.5065 | 6.7356 |
hospbi*age_gr*sample | C | 9 | 2 | 1.0539 | 3.0211 | 30 | 0.35 | 0.7296 | 0.05 | -5.1160 | 7.2238 |
hospbi*age_gr*sample | A | 9 | 3 | 3.5008 | 0.8614 | 30 | 4.06 | 0.0003 | 0.05 | 1.7416 | 5.2601 |
hospbi*age_gr*sample | B | 9 | 3 | 3.8646 | 0.8866 | 30 | 4.36 | 0.0001 | 0.05 | 2.0540 | 5.6752 |
hospbi*age_gr*sample | C | 9 | 3 | 5.3905 | 1.0681 | 30 | 5.05 | <.0001 | 0.05 | 3.2091 | 7.5718 |
Differences of Least Squares Means | ||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | _sample_type2 | hospbin | _age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
hospbin | 3 | 6 | 0.2117 | 1.1562 | 30 | 0.18 | 0.8560 | Tukey-Kramer | 0.9817 | 0.05 | -2.1497 | 2.5730 | -2.6388 | 3.0621 | ||||
hospbin | 3 | 9 | -0.8929 | 1.2981 | 30 | -0.69 | 0.4968 | Tukey-Kramer | 0.7723 | 0.05 | -3.5440 | 1.7582 | -4.0930 | 2.3073 | ||||
hospbin | 6 | 9 | -1.1045 | 1.2798 | 30 | -0.86 | 0.3949 | Tukey-Kramer | 0.6673 | 0.05 | -3.7182 | 1.5091 | -4.2595 | 2.0504 | ||||
age_group | 1 | 2 | 0.7739 | 1.4304 | 30 | 0.54 | 0.5925 | Tukey-Kramer | 0.8518 | 0.05 | -2.1475 | 3.6952 | -2.7525 | 4.3003 | ||||
age_group | 1 | 3 | 0.2203 | 0.9410 | 30 | 0.23 | 0.8165 | Tukey-Kramer | 0.9703 | 0.05 | -1.7016 | 2.1421 | -2.0996 | 2.5401 | ||||
age_group | 2 | 3 | -0.5536 | 1.3146 | 30 | -0.42 | 0.6766 | Tukey-Kramer | 0.9072 | 0.05 | -3.2383 | 2.1311 | -3.7944 | 2.6871 | ||||
hospbin*age_group | 3 | 1 | 3 | 2 | -2.7866 | 2.3273 | 30 | -1.20 | 0.2406 | Tukey-Kramer | 0.9509 | 0.05 | -7.5396 | 1.9664 | -10.5540 | 4.9808 | ||
hospbin*age_group | 3 | 1 | 3 | 3 | 0.1888 | 1.7260 | 30 | 0.11 | 0.9136 | Tukey-Kramer | 1.0000 | 0.05 | -3.3361 | 3.7137 | -5.5717 | 5.9492 | ||
hospbin*age_group | 3 | 1 | 6 | 1 | -1.2592 | 1.9472 | 30 | -0.65 | 0.5228 | Tukey-Kramer | 0.9991 | 0.05 | -5.2358 | 2.7175 | -7.7578 | 5.2395 | ||
hospbin*age_group | 3 | 1 | 6 | 2 | 0.5649 | 2.3273 | 30 | 0.24 | 0.8099 | Tukey-Kramer | 1.0000 | 0.05 | -4.1881 | 5.3179 | -7.2024 | 8.3323 | ||
hospbin*age_group | 3 | 1 | 6 | 3 | -1.2686 | 1.7593 | 30 | -0.72 | 0.4764 | Tukey-Kramer | 0.9981 | 0.05 | -4.8615 | 2.3243 | -7.1402 | 4.6030 | ||
hospbin*age_group | 3 | 1 | 9 | 1 | -3.0140 | 1.9472 | 30 | -1.55 | 0.1321 | Tukey-Kramer | 0.8240 | 0.05 | -6.9906 | 0.9627 | -9.5126 | 3.4847 | ||
hospbin*age_group | 3 | 1 | 9 | 2 | 0.2701 | 2.9438 | 30 | 0.09 | 0.9275 | Tukey-Kramer | 1.0000 | 0.05 | -5.7420 | 6.2822 | -9.5549 | 10.0952 | ||
hospbin*age_group | 3 | 1 | 9 | 3 | -2.5326 | 1.7260 | 30 | -1.47 | 0.1527 | Tukey-Kramer | 0.8614 | 0.05 | -6.0575 | 0.9923 | -8.2930 | 3.2279 | ||
hospbin*age_group | 3 | 2 | 3 | 3 | 2.9753 | 2.0155 | 30 | 1.48 | 0.1503 | Tukey-Kramer | 0.8575 | 0.05 | -1.1409 | 7.0916 | -3.7514 | 9.7021 | ||
hospbin*age_group | 3 | 2 | 6 | 1 | 1.5274 | 2.2079 | 30 | 0.69 | 0.4944 | Tukey-Kramer | 0.9985 | 0.05 | -2.9817 | 6.0365 | -5.8414 | 8.8962 | ||
hospbin*age_group | 3 | 2 | 6 | 2 | 3.3515 | 2.5494 | 30 | 1.31 | 0.1986 | Tukey-Kramer | 0.9190 | 0.05 | -1.8551 | 8.5582 | -5.1572 | 11.8603 | ||
hospbin*age_group | 3 | 2 | 6 | 3 | 1.5180 | 2.0441 | 30 | 0.74 | 0.4635 | Tukey-Kramer | 0.9976 | 0.05 | -2.6566 | 5.6926 | -5.3042 | 8.3402 | ||
hospbin*age_group | 3 | 2 | 9 | 1 | -0.2274 | 2.2079 | 30 | -0.10 | 0.9186 | Tukey-Kramer | 1.0000 | 0.05 | -4.7365 | 4.2817 | -7.5962 | 7.1414 | ||
hospbin*age_group | 3 | 2 | 9 | 2 | 3.0567 | 3.1224 | 30 | 0.98 | 0.3354 | Tukey-Kramer | 0.9851 | 0.05 | -3.3201 | 9.4335 | -7.3643 | 13.4777 | ||
hospbin*age_group | 3 | 2 | 9 | 3 | 0.2540 | 2.0155 | 30 | 0.13 | 0.9006 | Tukey-Kramer | 1.0000 | 0.05 | -3.8622 | 4.3702 | -6.4728 | 6.9807 | ||
hospbin*age_group | 3 | 3 | 6 | 1 | -1.4479 | 1.5612 | 30 | -0.93 | 0.3611 | Tukey-Kramer | 0.9894 | 0.05 | -4.6363 | 1.7405 | -6.6585 | 3.7626 | ||
hospbin*age_group | 3 | 3 | 6 | 2 | 0.3762 | 2.0155 | 30 | 0.19 | 0.8532 | Tukey-Kramer | 1.0000 | 0.05 | -3.7400 | 4.4924 | -6.3506 | 7.1029 | ||
hospbin*age_group | 3 | 3 | 6 | 3 | -1.4574 | 1.3195 | 30 | -1.10 | 0.2782 | Tukey-Kramer | 0.9690 | 0.05 | -4.1520 | 1.2373 | -5.8610 | 2.9463 | ||
hospbin*age_group | 3 | 3 | 9 | 1 | -3.2028 | 1.5612 | 30 | -2.05 | 0.0490 | Tukey-Kramer | 0.5223 | 0.05 | -6.3912 | -0.01436 | -8.4133 | 2.0078 | ||
hospbin*age_group | 3 | 3 | 9 | 2 | 0.08136 | 2.7041 | 30 | 0.03 | 0.9762 | Tukey-Kramer | 1.0000 | 0.05 | -5.4411 | 5.6038 | -8.9435 | 9.1062 | ||
hospbin*age_group | 3 | 3 | 9 | 3 | -2.7214 | 1.2747 | 30 | -2.13 | 0.0411 | Tukey-Kramer | 0.4703 | 0.05 | -5.3247 | -0.1180 | -6.9757 | 1.5330 | ||
hospbin*age_group | 6 | 1 | 6 | 2 | 1.8241 | 2.2079 | 30 | 0.83 | 0.4152 | Tukey-Kramer | 0.9950 | 0.05 | -2.6850 | 6.3332 | -5.5447 | 9.1929 | ||
hospbin*age_group | 6 | 1 | 6 | 3 | -0.00941 | 1.5979 | 30 | -0.01 | 0.9953 | Tukey-Kramer | 1.0000 | 0.05 | -3.2728 | 3.2540 | -5.3425 | 5.3237 | ||
hospbin*age_group | 6 | 1 | 9 | 1 | -1.7548 | 1.8027 | 30 | -0.97 | 0.3381 | Tukey-Kramer | 0.9856 | 0.05 | -5.4365 | 1.9268 | -7.7714 | 4.2618 | ||
hospbin*age_group | 6 | 1 | 9 | 2 | 1.5293 | 2.8504 | 30 | 0.54 | 0.5955 | Tukey-Kramer | 0.9998 | 0.05 | -4.2919 | 7.3505 | -7.9838 | 11.0424 | ||
hospbin*age_group | 6 | 1 | 9 | 3 | -1.2734 | 1.5612 | 30 | -0.82 | 0.4211 | Tukey-Kramer | 0.9955 | 0.05 | -4.4618 | 1.9150 | -6.4839 | 3.9371 | ||
hospbin*age_group | 6 | 2 | 6 | 3 | -1.8335 | 2.0441 | 30 | -0.90 | 0.3769 | Tukey-Kramer | 0.9915 | 0.05 | -6.0081 | 2.3411 | -8.6557 | 4.9887 | ||
hospbin*age_group | 6 | 2 | 9 | 1 | -3.5789 | 2.2079 | 30 | -1.62 | 0.1155 | Tukey-Kramer | 0.7862 | 0.05 | -8.0880 | 0.9302 | -10.9477 | 3.7899 | ||
hospbin*age_group | 6 | 2 | 9 | 2 | -0.2948 | 3.1224 | 30 | -0.09 | 0.9254 | Tukey-Kramer | 1.0000 | 0.05 | -6.6716 | 6.0820 | -10.7158 | 10.1262 | ||
hospbin*age_group | 6 | 2 | 9 | 3 | -3.0975 | 2.0155 | 30 | -1.54 | 0.1348 | Tukey-Kramer | 0.8294 | 0.05 | -7.2137 | 1.0187 | -9.8243 | 3.6292 | ||
hospbin*age_group | 6 | 3 | 9 | 1 | -1.7454 | 1.5979 | 30 | -1.09 | 0.2834 | Tukey-Kramer | 0.9710 | 0.05 | -5.0088 | 1.5180 | -7.0785 | 3.5877 | ||
hospbin*age_group | 6 | 3 | 9 | 2 | 1.5387 | 2.7255 | 30 | 0.56 | 0.5766 | Tukey-Kramer | 0.9997 | 0.05 | -4.0274 | 7.1048 | -7.5575 | 10.6349 | ||
hospbin*age_group | 6 | 3 | 9 | 3 | -1.2640 | 1.3195 | 30 | -0.96 | 0.3457 | Tukey-Kramer | 0.9870 | 0.05 | -3.9587 | 1.4307 | -5.6677 | 3.1397 | ||
hospbin*age_group | 9 | 1 | 9 | 2 | 3.2841 | 2.8504 | 30 | 1.15 | 0.2583 | Tukey-Kramer | 0.9604 | 0.05 | -2.5371 | 9.1053 | -6.2289 | 12.7972 | ||
hospbin*age_group | 9 | 1 | 9 | 3 | 0.4814 | 1.5612 | 30 | 0.31 | 0.7599 | Tukey-Kramer | 1.0000 | 0.05 | -2.7070 | 3.6698 | -4.7291 | 5.6919 | ||
hospbin*age_group | 9 | 2 | 9 | 3 | -2.8027 | 2.7041 | 30 | -1.04 | 0.3083 | Tukey-Kramer | 0.9788 | 0.05 | -8.3252 | 2.7198 | -11.8276 | 6.2222 | ||
sample_type2 | A | B | -0.3086 | 0.2595 | 30 | -1.19 | 0.2436 | Tukey-Kramer | 0.4686 | 0.05 | -0.8386 | 0.2213 | -0.9484 | 0.3311 | ||||
sample_type2 | A | C | -0.4576 | 0.2580 | 30 | -1.77 | 0.0863 | Tukey-Kramer | 0.1957 | 0.05 | -0.9845 | 0.06942 | -1.0937 | 0.1786 | ||||
sample_type2 | B | C | -0.1489 | 0.2956 | 30 | -0.50 | 0.6181 | Tukey-Kramer | 0.8700 | 0.05 | -0.7526 | 0.4547 | -0.8776 | 0.5798 | ||||
hospbin*sample_type2 | A | 3 | B | 3 | -0.7018 | 0.4243 | 30 | -1.65 | 0.1086 | Tukey-Kramer | 0.7680 | 0.05 | -1.5684 | 0.1648 | -2.1179 | 0.7143 | ||
hospbin*sample_type2 | A | 3 | C | 3 | -0.7023 | 0.4219 | 30 | -1.66 | 0.1064 | Tukey-Kramer | 0.7621 | 0.05 | -1.5639 | 0.1594 | -2.1104 | 0.7058 | ||
hospbin*sample_type2 | A | 3 | A | 6 | 0.001204 | 1.1050 | 30 | 0.00 | 0.9991 | Tukey-Kramer | 1.0000 | 0.05 | -2.2555 | 2.2579 | -3.6867 | 3.6891 | ||
hospbin*sample_type2 | A | 3 | B | 6 | -0.4706 | 1.1207 | 30 | -0.42 | 0.6775 | Tukey-Kramer | 1.0000 | 0.05 | -2.7593 | 1.8181 | -4.2108 | 3.2696 | ||
hospbin*sample_type2 | A | 3 | C | 6 | -0.2997 | 1.2400 | 30 | -0.24 | 0.8106 | Tukey-Kramer | 1.0000 | 0.05 | -2.8321 | 2.2327 | -4.4381 | 3.8387 | ||
hospbin*sample_type2 | A | 3 | A | 9 | -1.3203 | 1.2406 | 30 | -1.06 | 0.2957 | Tukey-Kramer | 0.9751 | 0.05 | -3.8539 | 1.2133 | -5.4607 | 2.8201 | ||
hospbin*sample_type2 | A | 3 | B | 9 | -1.0726 | 1.2620 | 30 | -0.85 | 0.4021 | Tukey-Kramer | 0.9940 | 0.05 | -3.6500 | 1.5048 | -5.2847 | 3.1394 | ||
hospbin*sample_type2 | A | 3 | C | 9 | -1.6898 | 1.4235 | 30 | -1.19 | 0.2445 | Tukey-Kramer | 0.9532 | 0.05 | -4.5971 | 1.2175 | -6.4409 | 3.0613 | ||
hospbin*sample_type2 | B | 3 | C | 3 | -0.00046 | 0.4833 | 30 | -0.00 | 0.9992 | Tukey-Kramer | 1.0000 | 0.05 | -0.9875 | 0.9865 | -1.6134 | 1.6125 | ||
hospbin*sample_type2 | B | 3 | A | 6 | 0.7030 | 1.1218 | 30 | 0.63 | 0.5356 | Tukey-Kramer | 0.9993 | 0.05 | -1.5880 | 2.9940 | -3.0410 | 4.4470 | ||
hospbin*sample_type2 | B | 3 | B | 6 | 0.2312 | 1.1372 | 30 | 0.20 | 0.8403 | Tukey-Kramer | 1.0000 | 0.05 | -2.0913 | 2.5538 | -3.5643 | 4.0268 | ||
hospbin*sample_type2 | B | 3 | C | 6 | 0.4021 | 1.2550 | 30 | 0.32 | 0.7509 | Tukey-Kramer | 1.0000 | 0.05 | -2.1609 | 2.9651 | -3.7864 | 4.5906 | ||
hospbin*sample_type2 | B | 3 | A | 9 | -0.6185 | 1.2556 | 30 | -0.49 | 0.6259 | Tukey-Kramer | 0.9999 | 0.05 | -3.1827 | 1.9457 | -4.8089 | 3.5720 | ||
hospbin*sample_type2 | B | 3 | B | 9 | -0.3708 | 1.2768 | 30 | -0.29 | 0.7735 | Tukey-Kramer | 1.0000 | 0.05 | -2.9784 | 2.2367 | -4.6321 | 3.8904 | ||
hospbin*sample_type2 | B | 3 | C | 9 | -0.9880 | 1.4366 | 30 | -0.69 | 0.4969 | Tukey-Kramer | 0.9986 | 0.05 | -3.9220 | 1.9460 | -5.7828 | 3.8068 | ||
hospbin*sample_type2 | C | 3 | A | 6 | 0.7035 | 1.2493 | 30 | 0.56 | 0.5776 | Tukey-Kramer | 0.9997 | 0.05 | -1.8479 | 3.2549 | -3.4661 | 4.8730 | ||
hospbin*sample_type2 | C | 3 | B | 6 | 0.2317 | 1.2632 | 30 | 0.18 | 0.8557 | Tukey-Kramer | 1.0000 | 0.05 | -2.3481 | 2.8115 | -3.9842 | 4.4476 | ||
hospbin*sample_type2 | C | 3 | C | 6 | 0.4026 | 1.3701 | 30 | 0.29 | 0.7709 | Tukey-Kramer | 1.0000 | 0.05 | -2.3957 | 3.2008 | -4.1703 | 4.9754 | ||
hospbin*sample_type2 | C | 3 | A | 9 | -0.6180 | 1.3707 | 30 | -0.45 | 0.6553 | Tukey-Kramer | 0.9999 | 0.05 | -3.4173 | 2.1813 | -5.1927 | 3.9566 | ||
hospbin*sample_type2 | C | 3 | B | 9 | -0.3704 | 1.3901 | 30 | -0.27 | 0.7917 | Tukey-Kramer | 1.0000 | 0.05 | -3.2094 | 2.4687 | -5.0099 | 4.2692 | ||
hospbin*sample_type2 | C | 3 | C | 9 | -0.9875 | 1.5383 | 30 | -0.64 | 0.5258 | Tukey-Kramer | 0.9991 | 0.05 | -4.1291 | 2.1540 | -6.1215 | 4.1464 | ||
hospbin*sample_type2 | A | 6 | B | 6 | -0.4718 | 0.4096 | 30 | -1.15 | 0.2585 | Tukey-Kramer | 0.9605 | 0.05 | -1.3082 | 0.3647 | -1.8387 | 0.8951 | ||
hospbin*sample_type2 | A | 6 | C | 6 | -0.3009 | 0.4072 | 30 | -0.74 | 0.4657 | Tukey-Kramer | 0.9977 | 0.05 | -1.1326 | 0.5308 | -1.6601 | 1.0582 | ||
hospbin*sample_type2 | A | 6 | A | 9 | -1.3215 | 1.2230 | 30 | -1.08 | 0.2885 | Tukey-Kramer | 0.9728 | 0.05 | -3.8193 | 1.1763 | -5.4034 | 2.7604 | ||
hospbin*sample_type2 | A | 6 | B | 9 | -1.0738 | 1.2448 | 30 | -0.86 | 0.3952 | Tukey-Kramer | 0.9934 | 0.05 | -3.6161 | 1.4684 | -5.2284 | 3.0807 | ||
hospbin*sample_type2 | A | 6 | C | 9 | -1.6910 | 1.4083 | 30 | -1.20 | 0.2392 | Tukey-Kramer | 0.9501 | 0.05 | -4.5671 | 1.1851 | -6.3912 | 3.0092 | ||
hospbin*sample_type2 | B | 6 | C | 6 | 0.1709 | 0.4665 | 30 | 0.37 | 0.7167 | Tukey-Kramer | 1.0000 | 0.05 | -0.7818 | 1.1235 | -1.3860 | 1.7278 | ||
hospbin*sample_type2 | B | 6 | A | 9 | -0.8497 | 1.2372 | 30 | -0.69 | 0.4975 | Tukey-Kramer | 0.9986 | 0.05 | -3.3765 | 1.6770 | -4.9789 | 3.2795 | ||
hospbin*sample_type2 | B | 6 | B | 9 | -0.6021 | 1.2587 | 30 | -0.48 | 0.6359 | Tukey-Kramer | 0.9999 | 0.05 | -3.1727 | 1.9686 | -4.8031 | 3.5990 | ||
hospbin*sample_type2 | B | 6 | C | 9 | -1.2192 | 1.4206 | 30 | -0.86 | 0.3976 | Tukey-Kramer | 0.9936 | 0.05 | -4.1205 | 1.6821 | -5.9606 | 3.5221 | ||
hospbin*sample_type2 | C | 6 | A | 9 | -1.0206 | 1.3462 | 30 | -0.76 | 0.4543 | Tukey-Kramer | 0.9972 | 0.05 | -3.7700 | 1.7288 | -5.5137 | 3.4725 | ||
hospbin*sample_type2 | C | 6 | B | 9 | -0.7729 | 1.3660 | 30 | -0.57 | 0.5757 | Tukey-Kramer | 0.9997 | 0.05 | -3.5628 | 2.0169 | -5.3321 | 3.7863 | ||
hospbin*sample_type2 | C | 6 | C | 9 | -1.3901 | 1.5165 | 30 | -0.92 | 0.3667 | Tukey-Kramer | 0.9902 | 0.05 | -4.4872 | 1.7071 | -6.4515 | 3.6713 | ||
hospbin*sample_type2 | A | 9 | B | 9 | 0.2477 | 0.5083 | 30 | 0.49 | 0.6296 | Tukey-Kramer | 0.9999 | 0.05 | -0.7903 | 1.2856 | -1.4486 | 1.9439 | ||
hospbin*sample_type2 | A | 9 | C | 9 | -0.3695 | 0.5054 | 30 | -0.73 | 0.4704 | Tukey-Kramer | 0.9979 | 0.05 | -1.4016 | 0.6626 | -2.0562 | 1.3172 | ||
hospbin*sample_type2 | B | 9 | C | 9 | -0.6172 | 0.5789 | 30 | -1.07 | 0.2949 | Tukey-Kramer | 0.9749 | 0.05 | -1.7994 | 0.5651 | -2.5492 | 1.3149 | ||
age_group*sample_typ | A | 1 | B | 1 | 0.05596 | 0.3957 | 30 | 0.14 | 0.8885 | Tukey-Kramer | 1.0000 | 0.05 | -0.7521 | 0.8640 | -1.2646 | 1.3765 | ||
age_group*sample_typ | A | 1 | C | 1 | -0.07256 | 0.3934 | 30 | -0.18 | 0.8549 | Tukey-Kramer | 1.0000 | 0.05 | -0.8761 | 0.7309 | -1.3856 | 1.2405 | ||
age_group*sample_typ | A | 1 | A | 2 | 1.1179 | 1.3670 | 30 | 0.82 | 0.4200 | Tukey-Kramer | 0.9954 | 0.05 | -1.6740 | 3.9097 | -3.4446 | 5.6804 | ||
age_group*sample_typ | A | 1 | B | 2 | 0.5229 | 1.3953 | 30 | 0.37 | 0.7105 | Tukey-Kramer | 1.0000 | 0.05 | -2.3267 | 3.3726 | -4.1340 | 5.1798 | ||
age_group*sample_typ | A | 1 | C | 2 | 0.6642 | 1.6056 | 30 | 0.41 | 0.6820 | Tukey-Kramer | 1.0000 | 0.05 | -2.6148 | 3.9433 | -4.6943 | 6.0228 | ||
age_group*sample_typ | A | 1 | A | 3 | 0.6259 | 0.8993 | 30 | 0.70 | 0.4918 | Tukey-Kramer | 0.9985 | 0.05 | -1.2108 | 2.4625 | -2.3756 | 3.6273 | ||
age_group*sample_typ | A | 1 | B | 3 | 0.2389 | 0.9078 | 30 | 0.26 | 0.7942 | Tukey-Kramer | 1.0000 | 0.05 | -1.6151 | 2.0929 | -2.7909 | 3.2687 | ||
age_group*sample_typ | A | 1 | C | 3 | -0.2206 | 0.9737 | 30 | -0.23 | 0.8223 | Tukey-Kramer | 1.0000 | 0.05 | -2.2091 | 1.7679 | -3.4703 | 3.0290 | ||
age_group*sample_typ | B | 1 | C | 1 | -0.1285 | 0.4507 | 30 | -0.29 | 0.7775 | Tukey-Kramer | 1.0000 | 0.05 | -1.0489 | 0.7919 | -1.6326 | 1.3756 | ||
age_group*sample_typ | B | 1 | A | 2 | 1.0619 | 1.3789 | 30 | 0.77 | 0.4473 | Tukey-Kramer | 0.9969 | 0.05 | -1.7542 | 3.8780 | -3.5402 | 5.6640 | ||
age_group*sample_typ | B | 1 | B | 2 | 0.4670 | 1.4069 | 30 | 0.33 | 0.7423 | Tukey-Kramer | 1.0000 | 0.05 | -2.4064 | 3.3403 | -4.2287 | 5.1626 | ||
age_group*sample_typ | B | 1 | C | 2 | 0.6083 | 1.6157 | 30 | 0.38 | 0.7092 | Tukey-Kramer | 1.0000 | 0.05 | -2.6914 | 3.9079 | -4.7840 | 6.0006 | ||
age_group*sample_typ | B | 1 | A | 3 | 0.5699 | 0.9172 | 30 | 0.62 | 0.5391 | Tukey-Kramer | 0.9993 | 0.05 | -1.3033 | 2.4432 | -2.4914 | 3.6312 | ||
age_group*sample_typ | B | 1 | B | 3 | 0.1830 | 0.9256 | 30 | 0.20 | 0.8446 | Tukey-Kramer | 1.0000 | 0.05 | -1.7073 | 2.0732 | -2.9061 | 3.2720 | ||
age_group*sample_typ | B | 1 | C | 3 | -0.2766 | 0.9903 | 30 | -0.28 | 0.7819 | Tukey-Kramer | 1.0000 | 0.05 | -2.2990 | 1.7458 | -3.5816 | 3.0284 | ||
age_group*sample_typ | C | 1 | A | 2 | 1.1904 | 1.4711 | 30 | 0.81 | 0.4248 | Tukey-Kramer | 0.9957 | 0.05 | -1.8140 | 4.1949 | -3.7195 | 6.1003 | ||
age_group*sample_typ | C | 1 | B | 2 | 0.5955 | 1.4975 | 30 | 0.40 | 0.6937 | Tukey-Kramer | 1.0000 | 0.05 | -2.4627 | 3.6537 | -4.4023 | 5.5933 | ||
age_group*sample_typ | C | 1 | C | 2 | 0.7368 | 1.6951 | 30 | 0.43 | 0.6669 | Tukey-Kramer | 1.0000 | 0.05 | -2.7250 | 4.1986 | -4.9205 | 6.3941 | ||
age_group*sample_typ | C | 1 | A | 3 | 0.6984 | 1.0508 | 30 | 0.66 | 0.5113 | Tukey-Kramer | 0.9989 | 0.05 | -1.4476 | 2.8445 | -2.8086 | 4.2055 | ||
age_group*sample_typ | C | 1 | B | 3 | 0.3115 | 1.0581 | 30 | 0.29 | 0.7705 | Tukey-Kramer | 1.0000 | 0.05 | -1.8494 | 2.4724 | -3.2199 | 3.8429 | ||
age_group*sample_typ | C | 1 | C | 3 | -0.1481 | 1.1151 | 30 | -0.13 | 0.8953 | Tukey-Kramer | 1.0000 | 0.05 | -2.4254 | 2.1293 | -3.8698 | 3.5736 | ||
age_group*sample_typ | A | 2 | B | 2 | -0.5949 | 0.6130 | 30 | -0.97 | 0.3395 | Tukey-Kramer | 0.9859 | 0.05 | -1.8468 | 0.6569 | -2.6407 | 1.4509 | ||
age_group*sample_typ | A | 2 | C | 2 | -0.4536 | 0.6095 | 30 | -0.74 | 0.4625 | Tukey-Kramer | 0.9976 | 0.05 | -1.6984 | 0.7911 | -2.4878 | 1.5806 | ||
age_group*sample_typ | A | 2 | A | 3 | -0.4920 | 1.2563 | 30 | -0.39 | 0.6981 | Tukey-Kramer | 1.0000 | 0.05 | -3.0577 | 2.0737 | -4.6849 | 3.7009 | ||
age_group*sample_typ | A | 2 | B | 3 | -0.8789 | 1.2624 | 30 | -0.70 | 0.4916 | Tukey-Kramer | 0.9985 | 0.05 | -3.4571 | 1.6992 | -5.0922 | 3.3343 | ||
age_group*sample_typ | A | 2 | C | 3 | -1.3385 | 1.3106 | 30 | -1.02 | 0.3153 | Tukey-Kramer | 0.9806 | 0.05 | -4.0150 | 1.3380 | -5.7125 | 3.0355 | ||
age_group*sample_typ | B | 2 | C | 2 | 0.1413 | 0.6982 | 30 | 0.20 | 0.8410 | Tukey-Kramer | 1.0000 | 0.05 | -1.2845 | 1.5672 | -2.1888 | 2.4715 | ||
age_group*sample_typ | B | 2 | A | 3 | 0.1029 | 1.2870 | 30 | 0.08 | 0.9368 | Tukey-Kramer | 1.0000 | 0.05 | -2.5255 | 2.7314 | -4.1925 | 4.3983 | ||
age_group*sample_typ | B | 2 | B | 3 | -0.2840 | 1.2930 | 30 | -0.22 | 0.8276 | Tukey-Kramer | 1.0000 | 0.05 | -2.9246 | 2.3566 | -4.5993 | 4.0312 | ||
age_group*sample_typ | B | 2 | C | 3 | -0.7436 | 1.3400 | 30 | -0.55 | 0.5831 | Tukey-Kramer | 0.9997 | 0.05 | -3.4803 | 1.9931 | -5.2159 | 3.7288 | ||
age_group*sample_typ | C | 2 | A | 3 | -0.03837 | 1.5124 | 30 | -0.03 | 0.9799 | Tukey-Kramer | 1.0000 | 0.05 | -3.1271 | 3.0503 | -5.0860 | 5.0092 | ||
age_group*sample_typ | C | 2 | B | 3 | -0.4253 | 1.5175 | 30 | -0.28 | 0.7812 | Tukey-Kramer | 1.0000 | 0.05 | -3.5244 | 2.6737 | -5.4898 | 4.6392 | ||
age_group*sample_typ | C | 2 | C | 3 | -0.8849 | 1.5578 | 30 | -0.57 | 0.5742 | Tukey-Kramer | 0.9997 | 0.05 | -4.0662 | 2.2965 | -6.0839 | 4.3141 | ||
age_group*sample_typ | A | 3 | B | 3 | -0.3870 | 0.2717 | 30 | -1.42 | 0.1647 | Tukey-Kramer | 0.8795 | 0.05 | -0.9418 | 0.1679 | -1.2937 | 0.5198 | ||
age_group*sample_typ | A | 3 | C | 3 | -0.8465 | 0.2701 | 30 | -3.13 | 0.0038 | Tukey-Kramer | 0.0789 | 0.05 | -1.3982 | -0.2948 | -1.7481 | 0.05507 | ||
age_group*sample_typ | B | 3 | C | 3 | -0.4595 | 0.3094 | 30 | -1.49 | 0.1479 | Tukey-Kramer | 0.8536 | 0.05 | -1.0915 | 0.1724 | -1.4923 | 0.5732 | ||
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 1 | -0.1686 | 0.7507 | 30 | -0.22 | 0.8239 | Tukey-Kramer | 1.0000 | 0.05 | -1.7018 | 1.3647 | -3.2165 | 2.8794 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 1 | -0.1292 | 0.7465 | 30 | -0.17 | 0.8638 | Tukey-Kramer | 1.0000 | 0.05 | -1.6537 | 1.3954 | -3.1598 | 2.9015 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 2 | -1.6599 | 2.2241 | 30 | -0.75 | 0.4613 | Tukey-Kramer | 1.0000 | 0.05 | -6.2022 | 2.8825 | -10.6898 | 7.3700 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 2 | -3.6078 | 2.2633 | 30 | -1.59 | 0.1214 | Tukey-Kramer | 0.9953 | 0.05 | -8.2301 | 1.0146 | -12.7967 | 5.5812 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 2 | -3.3898 | 2.5578 | 30 | -1.33 | 0.1951 | Tukey-Kramer | 0.9997 | 0.05 | -8.6135 | 1.8338 | -13.7742 | 6.9946 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 3 | 0.1684 | 1.6495 | 30 | 0.10 | 0.9194 | Tukey-Kramer | 1.0000 | 0.05 | -3.2002 | 3.5371 | -6.5283 | 6.8652 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 3 | 0.1795 | 1.6627 | 30 | 0.11 | 0.9148 | Tukey-Kramer | 1.0000 | 0.05 | -3.2163 | 3.5752 | -6.5712 | 6.9301 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 3 | -0.07926 | 1.7662 | 30 | -0.04 | 0.9645 | Tukey-Kramer | 1.0000 | 0.05 | -3.6864 | 3.5279 | -7.2501 | 7.0916 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 1 | -1.0418 | 1.8609 | 30 | -0.56 | 0.5797 | Tukey-Kramer | 1.0000 | 0.05 | -4.8422 | 2.7586 | -8.5968 | 6.5132 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 1 | -1.7473 | 1.8843 | 30 | -0.93 | 0.3612 | Tukey-Kramer | 1.0000 | 0.05 | -5.5956 | 2.1010 | -9.3976 | 5.9029 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 1 | -1.2861 | 2.0641 | 30 | -0.62 | 0.5379 | Tukey-Kramer | 1.0000 | 0.05 | -5.5015 | 2.9293 | -9.6662 | 7.0940 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 2 | 0.5183 | 2.2241 | 30 | 0.23 | 0.8173 | Tukey-Kramer | 1.0000 | 0.05 | -4.0240 | 5.0606 | -8.5116 | 9.5482 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 2 | 0.6167 | 2.2633 | 30 | 0.27 | 0.7871 | Tukey-Kramer | 1.0000 | 0.05 | -4.0056 | 5.2390 | -8.5723 | 9.8057 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 2 | 0.2621 | 2.5578 | 30 | 0.10 | 0.9191 | Tukey-Kramer | 1.0000 | 0.05 | -4.9616 | 5.4857 | -10.1224 | 10.6465 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 3 | -0.9644 | 1.6813 | 30 | -0.57 | 0.5705 | Tukey-Kramer | 1.0000 | 0.05 | -4.3980 | 2.4693 | -7.7903 | 5.8616 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 3 | -1.7725 | 1.6962 | 30 | -1.05 | 0.3044 | Tukey-Kramer | 1.0000 | 0.05 | -5.2365 | 1.6915 | -8.6589 | 5.1138 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 3 | -1.3666 | 1.8118 | 30 | -0.75 | 0.4566 | Tukey-Kramer | 1.0000 | 0.05 | -5.0667 | 2.3336 | -8.7223 | 5.9892 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 1 | -3.5125 | 1.8609 | 30 | -1.89 | 0.0688 | Tukey-Kramer | 0.9673 | 0.05 | -7.3128 | 0.2879 | -11.0674 | 4.0425 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 1 | -2.4705 | 1.8843 | 30 | -1.31 | 0.1998 | Tukey-Kramer | 0.9997 | 0.05 | -6.3188 | 1.3778 | -10.1207 | 5.1798 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 1 | -3.3567 | 2.0641 | 30 | -1.63 | 0.1144 | Tukey-Kramer | 0.9939 | 0.05 | -7.5721 | 0.8587 | -11.7368 | 5.0234 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 2 | -0.05915 | 2.8133 | 30 | -0.02 | 0.9834 | Tukey-Kramer | 1.0000 | 0.05 | -5.8048 | 5.6865 | -11.4812 | 11.3629 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 2 | 0.005601 | 2.8752 | 30 | 0.00 | 0.9985 | Tukey-Kramer | 1.0000 | 0.05 | -5.8662 | 5.8774 | -11.6674 | 11.6786 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 2 | 0.5662 | 3.3325 | 30 | 0.17 | 0.8662 | Tukey-Kramer | 1.0000 | 0.05 | -6.2397 | 7.3721 | -12.9636 | 14.0961 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 3 | -1.8807 | 1.6495 | 30 | -1.14 | 0.2632 | Tukey-Kramer | 1.0000 | 0.05 | -5.2494 | 1.4880 | -8.5775 | 4.8161 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 3 | -2.2444 | 1.6627 | 30 | -1.35 | 0.1872 | Tukey-Kramer | 0.9995 | 0.05 | -5.6402 | 1.1513 | -8.9951 | 4.5062 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 3 | -3.7703 | 1.7662 | 30 | -2.13 | 0.0411 | Tukey-Kramer | 0.9009 | 0.05 | -7.3775 | -0.1632 | -10.9411 | 3.4005 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 1 | 0.03939 | 0.8551 | 30 | 0.05 | 0.9636 | Tukey-Kramer | 1.0000 | 0.05 | -1.7069 | 1.7857 | -3.4322 | 3.5110 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 2 | -1.4913 | 2.2503 | 30 | -0.66 | 0.5126 | Tukey-Kramer | 1.0000 | 0.05 | -6.0871 | 3.1045 | -10.6275 | 7.6449 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 2 | -3.4392 | 2.2891 | 30 | -1.50 | 0.1434 | Tukey-Kramer | 0.9978 | 0.05 | -8.1141 | 1.2357 | -12.7327 | 5.8543 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 2 | -3.2213 | 2.5806 | 30 | -1.25 | 0.2216 | Tukey-Kramer | 0.9999 | 0.05 | -8.4915 | 2.0490 | -13.6983 | 7.2557 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 3 | 0.3370 | 1.6846 | 30 | 0.20 | 0.8428 | Tukey-Kramer | 1.0000 | 0.05 | -3.1035 | 3.7774 | -6.5025 | 7.1764 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 3 | 0.3480 | 1.6976 | 30 | 0.20 | 0.8390 | Tukey-Kramer | 1.0000 | 0.05 | -3.1190 | 3.8150 | -6.5442 | 7.2402 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 3 | 0.08929 | 1.7991 | 30 | 0.05 | 0.9607 | Tukey-Kramer | 1.0000 | 0.05 | -3.5850 | 3.7636 | -7.2150 | 7.3936 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 1 | -0.8732 | 1.8921 | 30 | -0.46 | 0.6477 | Tukey-Kramer | 1.0000 | 0.05 | -4.7374 | 2.9909 | -8.5550 | 6.8085 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 1 | -1.5788 | 1.9152 | 30 | -0.82 | 0.4162 | Tukey-Kramer | 1.0000 | 0.05 | -5.4901 | 2.3325 | -9.3543 | 6.1967 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 1 | -1.1175 | 2.0923 | 30 | -0.53 | 0.5972 | Tukey-Kramer | 1.0000 | 0.05 | -5.3906 | 3.1555 | -9.6121 | 7.3770 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 2 | 0.6869 | 2.2503 | 30 | 0.31 | 0.7623 | Tukey-Kramer | 1.0000 | 0.05 | -3.9089 | 5.2827 | -8.4494 | 9.8231 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 2 | 0.7853 | 2.2891 | 30 | 0.34 | 0.7340 | Tukey-Kramer | 1.0000 | 0.05 | -3.8896 | 5.4601 | -8.5082 | 10.0787 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 2 | 0.4306 | 2.5806 | 30 | 0.17 | 0.8686 | Tukey-Kramer | 1.0000 | 0.05 | -4.8396 | 5.7009 | -10.0464 | 10.9076 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 3 | -0.7958 | 1.7158 | 30 | -0.46 | 0.6461 | Tukey-Kramer | 1.0000 | 0.05 | -4.2999 | 2.7083 | -7.7618 | 6.1702 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 3 | -1.6040 | 1.7304 | 30 | -0.93 | 0.3614 | Tukey-Kramer | 1.0000 | 0.05 | -5.1379 | 1.9299 | -8.6292 | 5.4212 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 3 | -1.1980 | 1.8438 | 30 | -0.65 | 0.5208 | Tukey-Kramer | 1.0000 | 0.05 | -4.9637 | 2.5676 | -8.6839 | 6.2879 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 1 | -3.3439 | 1.8921 | 30 | -1.77 | 0.0873 | Tukey-Kramer | 0.9837 | 0.05 | -7.2081 | 0.5202 | -11.0257 | 4.3378 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 1 | -2.3019 | 1.9152 | 30 | -1.20 | 0.2388 | Tukey-Kramer | 0.9999 | 0.05 | -6.2132 | 1.6094 | -10.0774 | 5.4735 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 1 | -3.1882 | 2.0923 | 30 | -1.52 | 0.1380 | Tukey-Kramer | 0.9974 | 0.05 | -7.4612 | 1.0849 | -11.6827 | 5.3064 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 2 | 0.1094 | 2.8341 | 30 | 0.04 | 0.9695 | Tukey-Kramer | 1.0000 | 0.05 | -5.6786 | 5.8974 | -11.3969 | 11.6157 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 2 | 0.1742 | 2.8955 | 30 | 0.06 | 0.9524 | Tukey-Kramer | 1.0000 | 0.05 | -5.7392 | 6.0875 | -11.5813 | 11.9296 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 2 | 0.7348 | 3.3501 | 30 | 0.22 | 0.8279 | Tukey-Kramer | 1.0000 | 0.05 | -6.1069 | 7.5765 | -12.8663 | 14.3358 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 3 | -1.7121 | 1.6846 | 30 | -1.02 | 0.3176 | Tukey-Kramer | 1.0000 | 0.05 | -5.1526 | 1.7283 | -8.5516 | 5.1273 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 3 | -2.0759 | 1.6976 | 30 | -1.22 | 0.2309 | Tukey-Kramer | 0.9999 | 0.05 | -5.5429 | 1.3911 | -8.9681 | 4.8163 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 3 | -3.6018 | 1.7991 | 30 | -2.00 | 0.0544 | Tukey-Kramer | 0.9427 | 0.05 | -7.2760 | 0.07250 | -10.9061 | 3.7025 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 2 | -1.5307 | 2.4516 | 30 | -0.62 | 0.5371 | Tukey-Kramer | 1.0000 | 0.05 | -6.5375 | 3.4762 | -11.4841 | 8.4227 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 2 | -3.4786 | 2.4872 | 30 | -1.40 | 0.1722 | Tukey-Kramer | 0.9992 | 0.05 | -8.5582 | 1.6010 | -13.5765 | 6.6193 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 2 | -3.2607 | 2.7579 | 30 | -1.18 | 0.2464 | Tukey-Kramer | 0.9999 | 0.05 | -8.8930 | 2.3716 | -14.4574 | 7.9361 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 3 | 0.2976 | 1.9453 | 30 | 0.15 | 0.8794 | Tukey-Kramer | 1.0000 | 0.05 | -3.6753 | 4.2705 | -7.6004 | 8.1955 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 3 | 0.3086 | 1.9566 | 30 | 0.16 | 0.8757 | Tukey-Kramer | 1.0000 | 0.05 | -3.6873 | 4.3045 | -7.6351 | 8.2523 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 3 | 0.04990 | 2.0453 | 30 | 0.02 | 0.9807 | Tukey-Kramer | 1.0000 | 0.05 | -4.1271 | 4.2269 | -8.2538 | 8.3536 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 1 | -0.9126 | 2.1275 | 30 | -0.43 | 0.6710 | Tukey-Kramer | 1.0000 | 0.05 | -5.2576 | 3.4323 | -9.5503 | 7.7250 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 1 | -1.6182 | 2.1481 | 30 | -0.75 | 0.4571 | Tukey-Kramer | 1.0000 | 0.05 | -6.0051 | 2.7688 | -10.3393 | 7.1029 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 1 | -1.1569 | 2.3074 | 30 | -0.50 | 0.6198 | Tukey-Kramer | 1.0000 | 0.05 | -5.8692 | 3.5554 | -10.5248 | 8.2110 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 2 | 0.6475 | 2.4516 | 30 | 0.26 | 0.7935 | Tukey-Kramer | 1.0000 | 0.05 | -4.3594 | 5.6544 | -9.3059 | 10.6009 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 2 | 0.7459 | 2.4872 | 30 | 0.30 | 0.7663 | Tukey-Kramer | 1.0000 | 0.05 | -4.3337 | 5.8254 | -9.3521 | 10.8438 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 2 | 0.3912 | 2.7579 | 30 | 0.14 | 0.8881 | Tukey-Kramer | 1.0000 | 0.05 | -5.2411 | 6.0235 | -10.8055 | 11.5880 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 3 | -0.8352 | 1.9724 | 30 | -0.42 | 0.6750 | Tukey-Kramer | 1.0000 | 0.05 | -4.8634 | 3.1930 | -8.8430 | 7.1726 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 3 | -1.6434 | 1.9851 | 30 | -0.83 | 0.4143 | Tukey-Kramer | 1.0000 | 0.05 | -5.6974 | 2.4107 | -9.7027 | 6.4160 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 3 | -1.2374 | 2.0847 | 30 | -0.59 | 0.5573 | Tukey-Kramer | 1.0000 | 0.05 | -5.4950 | 3.0202 | -9.7014 | 7.2265 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 1 | -3.3833 | 2.1275 | 30 | -1.59 | 0.1223 | Tukey-Kramer | 0.9954 | 0.05 | -7.7283 | 0.9617 | -12.0209 | 5.2543 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 1 | -2.3413 | 2.1481 | 30 | -1.09 | 0.2844 | Tukey-Kramer | 1.0000 | 0.05 | -6.7283 | 2.0456 | -11.0624 | 6.3798 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 1 | -3.2275 | 2.3074 | 30 | -1.40 | 0.1721 | Tukey-Kramer | 0.9992 | 0.05 | -7.9399 | 1.4848 | -12.5954 | 6.1403 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 2 | 0.07002 | 2.9964 | 30 | 0.02 | 0.9815 | Tukey-Kramer | 1.0000 | 0.05 | -6.0495 | 6.1895 | -12.0953 | 12.2353 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 2 | 0.1348 | 3.0545 | 30 | 0.04 | 0.9651 | Tukey-Kramer | 1.0000 | 0.05 | -6.1034 | 6.3729 | -12.2664 | 12.5360 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 2 | 0.6954 | 3.4884 | 30 | 0.20 | 0.8433 | Tukey-Kramer | 1.0000 | 0.05 | -6.4290 | 7.8197 | -13.4675 | 14.8583 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 3 | -1.7515 | 1.9453 | 30 | -0.90 | 0.3751 | Tukey-Kramer | 1.0000 | 0.05 | -5.7244 | 2.2214 | -9.6495 | 6.1464 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 3 | -2.1153 | 1.9566 | 30 | -1.08 | 0.2883 | Tukey-Kramer | 1.0000 | 0.05 | -6.1112 | 1.8806 | -10.0590 | 5.8284 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 3 | -3.6412 | 2.0453 | 30 | -1.78 | 0.0852 | Tukey-Kramer | 0.9824 | 0.05 | -7.8182 | 0.5359 | -11.9449 | 4.6626 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 2 | -1.9479 | 0.9195 | 30 | -2.12 | 0.0425 | Tukey-Kramer | 0.9068 | 0.05 | -3.8257 | -0.07012 | -5.6809 | 1.7850 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 2 | -1.7300 | 0.9143 | 30 | -1.89 | 0.0681 | Tukey-Kramer | 0.9665 | 0.05 | -3.5971 | 0.1372 | -5.4418 | 1.9818 |
hospbi*age_gr*sample | A | 3 | 2 | A | 3 | 3 | 1.8283 | 1.9262 | 30 | 0.95 | 0.3501 | Tukey-Kramer | 1.0000 | 0.05 | -2.1055 | 5.7620 | -5.9919 | 9.6484 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 3 | 1.8393 | 1.9375 | 30 | 0.95 | 0.3501 | Tukey-Kramer | 1.0000 | 0.05 | -2.1177 | 5.7963 | -6.0270 | 9.7056 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 3 | 1.5806 | 2.0271 | 30 | 0.78 | 0.4416 | Tukey-Kramer | 1.0000 | 0.05 | -2.5592 | 5.7204 | -6.6491 | 9.8103 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 1 | 0.6181 | 2.1100 | 30 | 0.29 | 0.7716 | Tukey-Kramer | 1.0000 | 0.05 | -3.6912 | 4.9273 | -7.9485 | 9.1846 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 1 | -0.08749 | 2.1307 | 30 | -0.04 | 0.9675 | Tukey-Kramer | 1.0000 | 0.05 | -4.4390 | 4.2640 | -8.7382 | 8.5632 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 1 | 0.3738 | 2.2912 | 30 | 0.16 | 0.8715 | Tukey-Kramer | 1.0000 | 0.05 | -4.3056 | 5.0531 | -8.9286 | 9.6761 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 2 | 2.1782 | 2.4364 | 30 | 0.89 | 0.3784 | Tukey-Kramer | 1.0000 | 0.05 | -2.7977 | 7.1540 | -7.7136 | 12.0699 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 2 | 2.2766 | 2.4722 | 30 | 0.92 | 0.3645 | Tukey-Kramer | 1.0000 | 0.05 | -2.7724 | 7.3255 | -7.7606 | 12.3137 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 2 | 1.9219 | 2.7444 | 30 | 0.70 | 0.4891 | Tukey-Kramer | 1.0000 | 0.05 | -3.6828 | 7.5267 | -9.2201 | 13.0639 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 3 | 0.6955 | 1.9535 | 30 | 0.36 | 0.7243 | Tukey-Kramer | 1.0000 | 0.05 | -3.2941 | 4.6850 | -7.2356 | 8.6265 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 3 | -0.1127 | 1.9663 | 30 | -0.06 | 0.9547 | Tukey-Kramer | 1.0000 | 0.05 | -4.1284 | 3.9031 | -8.0957 | 7.8704 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 3 | 0.2933 | 2.0669 | 30 | 0.14 | 0.8881 | Tukey-Kramer | 1.0000 | 0.05 | -3.9278 | 4.5144 | -8.0981 | 8.6846 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 1 | -1.8526 | 2.1100 | 30 | -0.88 | 0.3869 | Tukey-Kramer | 1.0000 | 0.05 | -6.1618 | 2.4566 | -10.4191 | 6.7139 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 1 | -0.8106 | 2.1307 | 30 | -0.38 | 0.7063 | Tukey-Kramer | 1.0000 | 0.05 | -5.1622 | 3.5409 | -9.4613 | 7.8400 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 1 | -1.6969 | 2.2912 | 30 | -0.74 | 0.4647 | Tukey-Kramer | 1.0000 | 0.05 | -6.3762 | 2.9825 | -10.9992 | 7.6055 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 2 | 1.6007 | 2.9840 | 30 | 0.54 | 0.5956 | Tukey-Kramer | 1.0000 | 0.05 | -4.4934 | 7.6948 | -10.5142 | 13.7156 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 2 | 1.6655 | 3.0423 | 30 | 0.55 | 0.5881 | Tukey-Kramer | 1.0000 | 0.05 | -4.5478 | 7.8787 | -10.6863 | 14.0172 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 2 | 2.2261 | 3.4778 | 30 | 0.64 | 0.5270 | Tukey-Kramer | 1.0000 | 0.05 | -4.8765 | 9.3287 | -11.8936 | 16.3457 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 3 | -0.2208 | 1.9262 | 30 | -0.11 | 0.9095 | Tukey-Kramer | 1.0000 | 0.05 | -4.1546 | 3.7129 | -8.0410 | 7.5993 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 3 | -0.5846 | 1.9375 | 30 | -0.30 | 0.7649 | Tukey-Kramer | 1.0000 | 0.05 | -4.5416 | 3.3724 | -8.4509 | 7.2817 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 3 | -2.1105 | 2.0271 | 30 | -1.04 | 0.3061 | Tukey-Kramer | 1.0000 | 0.05 | -6.2503 | 2.0293 | -10.3402 | 6.1193 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 2 | 0.2179 | 1.0473 | 30 | 0.21 | 0.8366 | Tukey-Kramer | 1.0000 | 0.05 | -1.9208 | 2.3567 | -4.0339 | 4.4698 |
hospbi*age_gr*sample | B | 3 | 2 | A | 3 | 3 | 3.7762 | 1.9713 | 30 | 1.92 | 0.0650 | Tukey-Kramer | 0.9622 | 0.05 | -0.2497 | 7.8020 | -4.2271 | 11.7794 |
hospbi*age_gr*sample | B | 3 | 2 | B | 3 | 3 | 3.7872 | 1.9824 | 30 | 1.91 | 0.0657 | Tukey-Kramer | 0.9631 | 0.05 | -0.2614 | 7.8358 | -4.2612 | 11.8356 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 3 | 3.5285 | 2.0700 | 30 | 1.70 | 0.0986 | Tukey-Kramer | 0.9892 | 0.05 | -0.6989 | 7.7559 | -4.8755 | 11.9324 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 1 | 2.5660 | 2.1513 | 30 | 1.19 | 0.2423 | Tukey-Kramer | 0.9999 | 0.05 | -1.8275 | 6.9594 | -6.1680 | 11.3000 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 1 | 1.8604 | 2.1716 | 30 | 0.86 | 0.3984 | Tukey-Kramer | 1.0000 | 0.05 | -2.5746 | 6.2954 | -6.9561 | 10.6770 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 1 | 2.3217 | 2.3293 | 30 | 1.00 | 0.3269 | Tukey-Kramer | 1.0000 | 0.05 | -2.4354 | 7.0787 | -7.1351 | 11.7785 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 2 | 4.1261 | 2.4722 | 30 | 1.67 | 0.1055 | Tukey-Kramer | 0.9916 | 0.05 | -0.9229 | 9.1751 | -5.9111 | 14.1633 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 2 | 4.2245 | 2.5075 | 30 | 1.68 | 0.1024 | Tukey-Kramer | 0.9906 | 0.05 | -0.8966 | 9.3456 | -5.9560 | 14.4050 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 2 | 3.8698 | 2.7762 | 30 | 1.39 | 0.1736 | Tukey-Kramer | 0.9993 | 0.05 | -1.8000 | 9.5396 | -7.4015 | 15.1411 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 3 | 2.6434 | 1.9980 | 30 | 1.32 | 0.1958 | Tukey-Kramer | 0.9997 | 0.05 | -1.4370 | 6.7238 | -5.4683 | 10.7551 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 3 | 1.8352 | 2.0105 | 30 | 0.91 | 0.3686 | Tukey-Kramer | 1.0000 | 0.05 | -2.2708 | 5.9413 | -6.3273 | 9.9978 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 3 | 2.2412 | 2.1090 | 30 | 1.06 | 0.2964 | Tukey-Kramer | 1.0000 | 0.05 | -2.0659 | 6.5483 | -6.3211 | 10.8035 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 1 | 0.09529 | 2.1513 | 30 | 0.04 | 0.9650 | Tukey-Kramer | 1.0000 | 0.05 | -4.2982 | 4.4888 | -8.6387 | 8.8293 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 1 | 1.1373 | 2.1716 | 30 | 0.52 | 0.6043 | Tukey-Kramer | 1.0000 | 0.05 | -3.2977 | 5.5723 | -7.6793 | 9.9538 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 1 | 0.2511 | 2.3293 | 30 | 0.11 | 0.9149 | Tukey-Kramer | 1.0000 | 0.05 | -4.5060 | 5.0081 | -9.2058 | 9.7079 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 2 | 3.5486 | 3.0133 | 30 | 1.18 | 0.2482 | Tukey-Kramer | 1.0000 | 0.05 | -2.6054 | 9.7026 | -8.6853 | 15.7825 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 2 | 3.6134 | 3.0711 | 30 | 1.18 | 0.2486 | Tukey-Kramer | 1.0000 | 0.05 | -2.6587 | 9.8854 | -8.8552 | 16.0819 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 2 | 4.1740 | 3.5030 | 30 | 1.19 | 0.2428 | Tukey-Kramer | 0.9999 | 0.05 | -2.9800 | 11.3280 | -10.0479 | 18.3959 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 3 | 1.7271 | 1.9713 | 30 | 0.88 | 0.3879 | Tukey-Kramer | 1.0000 | 0.05 | -2.2988 | 5.7529 | -6.2762 | 9.7303 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 3 | 1.3633 | 1.9824 | 30 | 0.69 | 0.4969 | Tukey-Kramer | 1.0000 | 0.05 | -2.6853 | 5.4119 | -6.6851 | 9.4117 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 3 | -0.1626 | 2.0700 | 30 | -0.08 | 0.9379 | Tukey-Kramer | 1.0000 | 0.05 | -4.3900 | 4.0649 | -8.5665 | 8.2414 |
hospbi*age_gr*sample | C | 3 | 2 | A | 3 | 3 | 3.5582 | 2.3034 | 30 | 1.54 | 0.1329 | Tukey-Kramer | 0.9969 | 0.05 | -1.1459 | 8.2623 | -5.7933 | 12.9098 |
hospbi*age_gr*sample | C | 3 | 2 | B | 3 | 3 | 3.5693 | 2.3129 | 30 | 1.54 | 0.1333 | Tukey-Kramer | 0.9969 | 0.05 | -1.1543 | 8.2928 | -5.8209 | 12.9595 |
hospbi*age_gr*sample | C | 3 | 2 | C | 3 | 3 | 3.3106 | 2.3884 | 30 | 1.39 | 0.1759 | Tukey-Kramer | 0.9993 | 0.05 | -1.5672 | 8.1883 | -6.3861 | 13.0072 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 1 | 2.3480 | 2.4592 | 30 | 0.95 | 0.3473 | Tukey-Kramer | 1.0000 | 0.05 | -2.6743 | 7.3703 | -7.6361 | 12.3321 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 1 | 1.6425 | 2.4770 | 30 | 0.66 | 0.5123 | Tukey-Kramer | 1.0000 | 0.05 | -3.4162 | 6.7011 | -8.4139 | 11.6989 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 1 | 2.1037 | 2.6163 | 30 | 0.80 | 0.4277 | Tukey-Kramer | 1.0000 | 0.05 | -3.2395 | 7.4470 | -8.5184 | 12.7259 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 2 | 3.9082 | 2.7444 | 30 | 1.42 | 0.1647 | Tukey-Kramer | 0.9990 | 0.05 | -1.6966 | 9.5129 | -7.2338 | 15.0501 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 2 | 4.0065 | 2.7762 | 30 | 1.44 | 0.1593 | Tukey-Kramer | 0.9988 | 0.05 | -1.6633 | 9.6763 | -7.2648 | 15.2778 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 2 | 3.6519 | 3.0211 | 30 | 1.21 | 0.2362 | Tukey-Kramer | 0.9999 | 0.05 | -2.5180 | 9.8217 | -8.6136 | 15.9173 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 3 | 2.4255 | 2.3263 | 30 | 1.04 | 0.3054 | Tukey-Kramer | 1.0000 | 0.05 | -2.3254 | 7.1763 | -7.0190 | 11.8700 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 3 | 1.6173 | 2.3370 | 30 | 0.69 | 0.4942 | Tukey-Kramer | 1.0000 | 0.05 | -3.1555 | 6.3902 | -7.8709 | 11.1055 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 3 | 2.0233 | 2.4223 | 30 | 0.84 | 0.4102 | Tukey-Kramer | 1.0000 | 0.05 | -2.9236 | 6.9702 | -7.8110 | 11.8575 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 1 | -0.1227 | 2.4592 | 30 | -0.05 | 0.9606 | Tukey-Kramer | 1.0000 | 0.05 | -5.1449 | 4.8996 | -10.1067 | 9.8614 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 1 | 0.9193 | 2.4770 | 30 | 0.37 | 0.7131 | Tukey-Kramer | 1.0000 | 0.05 | -4.1393 | 5.9780 | -9.1371 | 10.9757 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 1 | 0.03311 | 2.6163 | 30 | 0.01 | 0.9900 | Tukey-Kramer | 1.0000 | 0.05 | -5.3102 | 5.3764 | -10.5891 | 10.6553 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 2 | 3.3307 | 3.2403 | 30 | 1.03 | 0.3122 | Tukey-Kramer | 1.0000 | 0.05 | -3.2869 | 9.9483 | -9.8248 | 16.4862 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 2 | 3.3954 | 3.2941 | 30 | 1.03 | 0.3109 | Tukey-Kramer | 1.0000 | 0.05 | -3.3321 | 10.1229 | -9.9785 | 16.7694 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 2 | 3.9561 | 3.7001 | 30 | 1.07 | 0.2935 | Tukey-Kramer | 1.0000 | 0.05 | -3.6005 | 11.5126 | -11.0660 | 18.9781 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 3 | 1.5091 | 2.3034 | 30 | 0.66 | 0.5173 | Tukey-Kramer | 1.0000 | 0.05 | -3.1950 | 6.2132 | -7.8424 | 10.8607 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 3 | 1.1454 | 2.3129 | 30 | 0.50 | 0.6241 | Tukey-Kramer | 1.0000 | 0.05 | -3.5782 | 5.8689 | -8.2448 | 10.5356 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 3 | -0.3805 | 2.3884 | 30 | -0.16 | 0.8745 | Tukey-Kramer | 1.0000 | 0.05 | -5.2582 | 4.4972 | -10.0772 | 9.3162 |
hospbi*age_gr*sample | A | 3 | 3 | B | 3 | 3 | 0.01104 | 0.4597 | 30 | 0.02 | 0.9810 | Tukey-Kramer | 1.0000 | 0.05 | -0.9279 | 0.9499 | -1.8554 | 1.8775 |
hospbi*age_gr*sample | A | 3 | 3 | C | 3 | 3 | -0.2477 | 0.4571 | 30 | -0.54 | 0.5919 | Tukey-Kramer | 1.0000 | 0.05 | -1.1813 | 0.6859 | -2.1036 | 1.6082 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 1 | -1.2102 | 1.4920 | 30 | -0.81 | 0.4237 | Tukey-Kramer | 1.0000 | 0.05 | -4.2573 | 1.8369 | -7.2677 | 4.8472 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 1 | -1.9158 | 1.5212 | 30 | -1.26 | 0.2176 | Tukey-Kramer | 0.9998 | 0.05 | -5.0224 | 1.1909 | -8.0916 | 4.2601 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 1 | -1.4545 | 1.7389 | 30 | -0.84 | 0.4095 | Tukey-Kramer | 1.0000 | 0.05 | -5.0058 | 2.0968 | -8.5143 | 5.6053 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 2 | 0.3499 | 1.9262 | 30 | 0.18 | 0.8571 | Tukey-Kramer | 1.0000 | 0.05 | -3.5838 | 4.2837 | -7.4702 | 8.1700 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 2 | 0.4483 | 1.9713 | 30 | 0.23 | 0.8216 | Tukey-Kramer | 1.0000 | 0.05 | -3.5776 | 4.4742 | -7.5550 | 8.4515 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 2 | 0.09364 | 2.3034 | 30 | 0.04 | 0.9678 | Tukey-Kramer | 1.0000 | 0.05 | -4.6105 | 4.7977 | -9.2579 | 9.4452 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 3 | -1.1328 | 1.2610 | 30 | -0.90 | 0.3762 | Tukey-Kramer | 1.0000 | 0.05 | -3.7080 | 1.4425 | -6.2522 | 3.9867 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 3 | -1.9409 | 1.2807 | 30 | -1.52 | 0.1401 | Tukey-Kramer | 0.9976 | 0.05 | -4.5565 | 0.6747 | -7.1406 | 3.2588 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 3 | -1.5350 | 1.4303 | 30 | -1.07 | 0.2918 | Tukey-Kramer | 1.0000 | 0.05 | -4.4561 | 1.3862 | -7.3421 | 4.2721 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 1 | -3.6809 | 1.4920 | 30 | -2.47 | 0.0196 | Tukey-Kramer | 0.7350 | 0.05 | -6.7280 | -0.6338 | -9.7383 | 2.3766 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 1 | -2.6389 | 1.5212 | 30 | -1.73 | 0.0930 | Tukey-Kramer | 0.9868 | 0.05 | -5.7456 | 0.4677 | -8.8148 | 3.5370 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 1 | -3.5251 | 1.7389 | 30 | -2.03 | 0.0516 | Tukey-Kramer | 0.9358 | 0.05 | -7.0764 | 0.02617 | -10.5849 | 3.5347 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 2 | -0.2276 | 2.5842 | 30 | -0.09 | 0.9304 | Tukey-Kramer | 1.0000 | 0.05 | -5.5052 | 5.0501 | -10.7194 | 10.2642 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 2 | -0.1628 | 2.6514 | 30 | -0.06 | 0.9514 | Tukey-Kramer | 1.0000 | 0.05 | -5.5776 | 5.2520 | -10.9273 | 10.6016 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 2 | 0.3978 | 3.1415 | 30 | 0.13 | 0.9001 | Tukey-Kramer | 1.0000 | 0.05 | -6.0180 | 6.8136 | -12.3565 | 13.1521 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 3 | -2.0491 | 1.2182 | 30 | -1.68 | 0.1029 | Tukey-Kramer | 0.9908 | 0.05 | -4.5370 | 0.4388 | -6.9950 | 2.8968 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 3 | -2.4129 | 1.2361 | 30 | -1.95 | 0.0603 | Tukey-Kramer | 0.9546 | 0.05 | -4.9374 | 0.1116 | -7.4314 | 2.6057 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 3 | -3.9387 | 1.3722 | 30 | -2.87 | 0.0074 | Tukey-Kramer | 0.4744 | 0.05 | -6.7411 | -1.1364 | -9.5097 | 1.6323 |
hospbi*age_gr*sample | B | 3 | 3 | C | 3 | 3 | -0.2587 | 0.5236 | 30 | -0.49 | 0.6248 | Tukey-Kramer | 1.0000 | 0.05 | -1.3281 | 0.8107 | -2.3846 | 1.8672 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 1 | -1.2213 | 1.5067 | 30 | -0.81 | 0.4240 | Tukey-Kramer | 1.0000 | 0.05 | -4.2983 | 1.8558 | -7.3382 | 4.8957 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 1 | -1.9268 | 1.5356 | 30 | -1.25 | 0.2192 | Tukey-Kramer | 0.9999 | 0.05 | -5.0628 | 1.2092 | -8.1611 | 4.3075 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 1 | -1.4655 | 1.7515 | 30 | -0.84 | 0.4094 | Tukey-Kramer | 1.0000 | 0.05 | -5.0426 | 2.1115 | -8.5765 | 5.6454 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 2 | 0.3389 | 1.9375 | 30 | 0.17 | 0.8623 | Tukey-Kramer | 1.0000 | 0.05 | -3.6181 | 4.2959 | -7.5274 | 8.2052 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 2 | 0.4372 | 1.9824 | 30 | 0.22 | 0.8269 | Tukey-Kramer | 1.0000 | 0.05 | -3.6113 | 4.4858 | -7.6111 | 8.4856 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 2 | 0.08260 | 2.3129 | 30 | 0.04 | 0.9717 | Tukey-Kramer | 1.0000 | 0.05 | -4.6409 | 4.8061 | -9.3076 | 9.4728 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 3 | -1.1438 | 1.2783 | 30 | -0.89 | 0.3780 | Tukey-Kramer | 1.0000 | 0.05 | -3.7544 | 1.4668 | -6.3336 | 4.0459 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 3 | -1.9520 | 1.2978 | 30 | -1.50 | 0.1430 | Tukey-Kramer | 0.9978 | 0.05 | -4.6024 | 0.6984 | -7.2209 | 3.3169 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 3 | -1.5460 | 1.4456 | 30 | -1.07 | 0.2934 | Tukey-Kramer | 1.0000 | 0.05 | -4.4984 | 1.4063 | -7.4152 | 4.3231 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 1 | -3.6919 | 1.5067 | 30 | -2.45 | 0.0203 | Tukey-Kramer | 0.7450 | 0.05 | -6.7689 | -0.6149 | -9.8089 | 2.4250 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 1 | -2.6499 | 1.5356 | 30 | -1.73 | 0.0947 | Tukey-Kramer | 0.9876 | 0.05 | -5.7860 | 0.4861 | -8.8842 | 3.5843 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 1 | -3.5362 | 1.7515 | 30 | -2.02 | 0.0525 | Tukey-Kramer | 0.9381 | 0.05 | -7.1132 | 0.04084 | -10.6471 | 3.5748 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 2 | -0.2386 | 2.5927 | 30 | -0.09 | 0.9273 | Tukey-Kramer | 1.0000 | 0.05 | -5.5336 | 5.0564 | -10.7649 | 10.2877 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 2 | -0.1739 | 2.6597 | 30 | -0.07 | 0.9483 | Tukey-Kramer | 1.0000 | 0.05 | -5.6056 | 5.2579 | -10.9719 | 10.6242 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 2 | 0.3868 | 3.1485 | 30 | 0.12 | 0.9030 | Tukey-Kramer | 1.0000 | 0.05 | -6.0433 | 6.8168 | -12.3959 | 13.1694 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 3 | -2.0602 | 1.2361 | 30 | -1.67 | 0.1060 | Tukey-Kramer | 0.9918 | 0.05 | -4.5847 | 0.4643 | -7.0787 | 2.9584 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 3 | -2.4239 | 1.2538 | 30 | -1.93 | 0.0627 | Tukey-Kramer | 0.9586 | 0.05 | -4.9844 | 0.1366 | -7.5142 | 2.6663 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 3 | -3.9498 | 1.3881 | 30 | -2.85 | 0.0079 | Tukey-Kramer | 0.4903 | 0.05 | -6.7847 | -1.1149 | -9.5854 | 1.6859 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 1 | -0.9625 | 1.6202 | 30 | -0.59 | 0.5569 | Tukey-Kramer | 1.0000 | 0.05 | -4.2713 | 2.3463 | -7.5403 | 5.6152 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 1 | -1.6681 | 1.6471 | 30 | -1.01 | 0.3193 | Tukey-Kramer | 1.0000 | 0.05 | -5.0318 | 1.6957 | -8.3551 | 5.0189 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 1 | -1.2068 | 1.8500 | 30 | -0.65 | 0.5192 | Tukey-Kramer | 1.0000 | 0.05 | -4.9851 | 2.5714 | -8.7178 | 6.3042 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 2 | 0.5976 | 2.0271 | 30 | 0.29 | 0.7702 | Tukey-Kramer | 1.0000 | 0.05 | -3.5422 | 4.7374 | -7.6321 | 8.8273 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 2 | 0.6960 | 2.0700 | 30 | 0.34 | 0.7390 | Tukey-Kramer | 1.0000 | 0.05 | -3.5315 | 4.9234 | -7.7080 | 9.0999 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 2 | 0.3413 | 2.3884 | 30 | 0.14 | 0.8873 | Tukey-Kramer | 1.0000 | 0.05 | -4.5364 | 5.2190 | -9.3554 | 10.0380 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 3 | -0.8851 | 1.4103 | 30 | -0.63 | 0.5350 | Tukey-Kramer | 1.0000 | 0.05 | -3.7653 | 1.9951 | -6.6108 | 4.8406 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 3 | -1.6933 | 1.4280 | 30 | -1.19 | 0.2450 | Tukey-Kramer | 0.9999 | 0.05 | -4.6096 | 1.2231 | -7.4908 | 4.1043 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 3 | -1.2873 | 1.5636 | 30 | -0.82 | 0.4168 | Tukey-Kramer | 1.0000 | 0.05 | -4.4805 | 1.9059 | -7.6353 | 5.0607 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 1 | -3.4332 | 1.6202 | 30 | -2.12 | 0.0425 | Tukey-Kramer | 0.9066 | 0.05 | -6.7420 | -0.1244 | -10.0110 | 3.1445 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 1 | -2.3912 | 1.6471 | 30 | -1.45 | 0.1569 | Tukey-Kramer | 0.9987 | 0.05 | -5.7550 | 0.9725 | -9.0782 | 4.2958 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 1 | -3.2774 | 1.8500 | 30 | -1.77 | 0.0866 | Tukey-Kramer | 0.9833 | 0.05 | -7.0557 | 0.5008 | -10.7885 | 4.2336 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 2 | 0.02011 | 2.6603 | 30 | 0.01 | 0.9940 | Tukey-Kramer | 1.0000 | 0.05 | -5.4129 | 5.4531 | -10.7804 | 10.8207 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 2 | 0.08486 | 2.7256 | 30 | 0.03 | 0.9754 | Tukey-Kramer | 1.0000 | 0.05 | -5.4815 | 5.6512 | -10.9807 | 11.1505 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 2 | 0.6455 | 3.2043 | 30 | 0.20 | 0.8417 | Tukey-Kramer | 1.0000 | 0.05 | -5.8986 | 7.1896 | -12.3640 | 13.6549 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 3 | -1.8014 | 1.3722 | 30 | -1.31 | 0.1992 | Tukey-Kramer | 0.9997 | 0.05 | -4.6038 | 1.0009 | -7.3724 | 3.7696 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 3 | -2.1652 | 1.3881 | 30 | -1.56 | 0.1293 | Tukey-Kramer | 0.9964 | 0.05 | -5.0001 | 0.6697 | -7.8008 | 3.4705 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 3 | -3.6911 | 1.5105 | 30 | -2.44 | 0.0206 | Tukey-Kramer | 0.7491 | 0.05 | -6.7760 | -0.6061 | -9.8238 | 2.4417 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 1 | -0.7055 | 0.6502 | 30 | -1.09 | 0.2865 | Tukey-Kramer | 1.0000 | 0.05 | -2.0333 | 0.6223 | -3.3451 | 1.9341 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 1 | -0.2443 | 0.6465 | 30 | -0.38 | 0.7082 | Tukey-Kramer | 1.0000 | 0.05 | -1.5646 | 1.0760 | -2.8689 | 2.3804 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 2 | 1.5601 | 2.1100 | 30 | 0.74 | 0.4654 | Tukey-Kramer | 1.0000 | 0.05 | -2.7491 | 5.8693 | -7.0064 | 10.1266 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 2 | 1.6585 | 2.1513 | 30 | 0.77 | 0.4468 | Tukey-Kramer | 1.0000 | 0.05 | -2.7350 | 6.0520 | -7.0755 | 10.3925 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 2 | 1.3039 | 2.4592 | 30 | 0.53 | 0.5999 | Tukey-Kramer | 1.0000 | 0.05 | -3.7184 | 6.3261 | -8.6802 | 11.2879 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 3 | 0.07743 | 1.5271 | 30 | 0.05 | 0.9599 | Tukey-Kramer | 1.0000 | 0.05 | -3.0413 | 3.1962 | -6.1226 | 6.2774 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 3 | -0.7307 | 1.5435 | 30 | -0.47 | 0.6393 | Tukey-Kramer | 1.0000 | 0.05 | -3.8829 | 2.4215 | -6.9971 | 5.5357 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 3 | -0.3248 | 1.6697 | 30 | -0.19 | 0.8471 | Tukey-Kramer | 1.0000 | 0.05 | -3.7347 | 3.0852 | -7.1037 | 6.4541 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 1 | -2.4707 | 1.7228 | 30 | -1.43 | 0.1619 | Tukey-Kramer | 0.9989 | 0.05 | -5.9891 | 1.0478 | -9.4652 | 4.5239 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 1 | -1.4287 | 1.7481 | 30 | -0.82 | 0.4202 | Tukey-Kramer | 1.0000 | 0.05 | -4.9989 | 2.1415 | -8.5260 | 5.6687 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 1 | -2.3149 | 1.9406 | 30 | -1.19 | 0.2423 | Tukey-Kramer | 0.9999 | 0.05 | -6.2781 | 1.6482 | -10.1935 | 5.5637 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 2 | 0.9826 | 2.7240 | 30 | 0.36 | 0.7208 | Tukey-Kramer | 1.0000 | 0.05 | -4.5805 | 6.5458 | -10.0767 | 12.0420 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 2 | 1.0474 | 2.7878 | 30 | 0.38 | 0.7098 | Tukey-Kramer | 1.0000 | 0.05 | -4.6460 | 6.7408 | -10.2709 | 12.3657 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 2 | 1.6080 | 3.2574 | 30 | 0.49 | 0.6252 | Tukey-Kramer | 1.0000 | 0.05 | -5.0446 | 8.2606 | -11.6170 | 14.8331 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 3 | -0.8389 | 1.4920 | 30 | -0.56 | 0.5781 | Tukey-Kramer | 1.0000 | 0.05 | -3.8860 | 2.2082 | -6.8963 | 5.2185 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 3 | -1.2026 | 1.5067 | 30 | -0.80 | 0.4310 | Tukey-Kramer | 1.0000 | 0.05 | -4.2797 | 1.8744 | -7.3196 | 4.9143 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 3 | -2.7285 | 1.6202 | 30 | -1.68 | 0.1025 | Tukey-Kramer | 0.9907 | 0.05 | -6.0373 | 0.5803 | -9.3063 | 3.8492 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 1 | 0.4613 | 0.7405 | 30 | 0.62 | 0.5381 | Tukey-Kramer | 1.0000 | 0.05 | -1.0511 | 1.9736 | -2.5452 | 3.4677 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 2 | 2.2657 | 2.1307 | 30 | 1.06 | 0.2961 | Tukey-Kramer | 1.0000 | 0.05 | -2.0859 | 6.6172 | -6.3850 | 10.9163 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 2 | 2.3640 | 2.1716 | 30 | 1.09 | 0.2850 | Tukey-Kramer | 1.0000 | 0.05 | -2.0709 | 6.7990 | -6.4525 | 11.1806 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 2 | 2.0094 | 2.4770 | 30 | 0.81 | 0.4236 | Tukey-Kramer | 1.0000 | 0.05 | -3.0493 | 7.0681 | -8.0470 | 12.0658 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 3 | 0.7830 | 1.5556 | 30 | 0.50 | 0.6184 | Tukey-Kramer | 1.0000 | 0.05 | -2.3940 | 3.9600 | -5.5328 | 7.0987 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 3 | -0.02517 | 1.5717 | 30 | -0.02 | 0.9873 | Tukey-Kramer | 1.0000 | 0.05 | -3.2350 | 3.1846 | -6.4061 | 6.3558 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 3 | 0.3808 | 1.6958 | 30 | 0.22 | 0.8239 | Tukey-Kramer | 1.0000 | 0.05 | -3.0825 | 3.8441 | -6.5042 | 7.2657 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 1 | -1.7651 | 1.7481 | 30 | -1.01 | 0.3207 | Tukey-Kramer | 1.0000 | 0.05 | -5.3353 | 1.8050 | -8.8625 | 5.3322 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 1 | -0.7231 | 1.7731 | 30 | -0.41 | 0.6863 | Tukey-Kramer | 1.0000 | 0.05 | -4.3443 | 2.8980 | -7.9218 | 6.4756 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 1 | -1.6094 | 1.9631 | 30 | -0.82 | 0.4188 | Tukey-Kramer | 1.0000 | 0.05 | -5.6185 | 2.3998 | -9.5794 | 6.3606 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 2 | 1.6882 | 2.7401 | 30 | 0.62 | 0.5425 | Tukey-Kramer | 1.0000 | 0.05 | -3.9078 | 7.2842 | -9.4364 | 12.8128 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 2 | 1.7529 | 2.8035 | 30 | 0.63 | 0.5365 | Tukey-Kramer | 1.0000 | 0.05 | -3.9726 | 7.4785 | -9.6292 | 13.1351 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 2 | 2.3136 | 3.2709 | 30 | 0.71 | 0.4848 | Tukey-Kramer | 1.0000 | 0.05 | -4.3665 | 8.9937 | -10.9662 | 15.5933 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 3 | -0.1334 | 1.5212 | 30 | -0.09 | 0.9307 | Tukey-Kramer | 1.0000 | 0.05 | -3.2400 | 2.9733 | -6.3092 | 6.0425 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 3 | -0.4971 | 1.5356 | 30 | -0.32 | 0.7484 | Tukey-Kramer | 1.0000 | 0.05 | -3.6331 | 2.6389 | -6.7314 | 5.7372 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 3 | -2.0230 | 1.6471 | 30 | -1.23 | 0.2289 | Tukey-Kramer | 0.9999 | 0.05 | -5.3867 | 1.3408 | -8.7100 | 4.6640 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 2 | 1.8044 | 2.2912 | 30 | 0.79 | 0.4372 | Tukey-Kramer | 1.0000 | 0.05 | -2.8749 | 6.4838 | -7.4979 | 11.1068 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 2 | 1.9028 | 2.3293 | 30 | 0.82 | 0.4204 | Tukey-Kramer | 1.0000 | 0.05 | -2.8543 | 6.6598 | -7.5540 | 11.3596 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 2 | 1.5481 | 2.6163 | 30 | 0.59 | 0.5585 | Tukey-Kramer | 1.0000 | 0.05 | -3.7951 | 6.8914 | -9.0740 | 12.1703 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 3 | 0.3217 | 1.7691 | 30 | 0.18 | 0.8569 | Tukey-Kramer | 1.0000 | 0.05 | -3.2913 | 3.9347 | -6.8608 | 7.5042 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 3 | -0.4864 | 1.7833 | 30 | -0.27 | 0.7869 | Tukey-Kramer | 1.0000 | 0.05 | -4.1283 | 3.1555 | -7.7263 | 6.7535 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 3 | -0.08048 | 1.8936 | 30 | -0.04 | 0.9664 | Tukey-Kramer | 1.0000 | 0.05 | -3.9477 | 3.7867 | -7.7682 | 7.6073 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 1 | -2.2264 | 1.9406 | 30 | -1.15 | 0.2603 | Tukey-Kramer | 1.0000 | 0.05 | -6.1895 | 1.7368 | -10.1050 | 5.6522 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 1 | -1.1844 | 1.9631 | 30 | -0.60 | 0.5508 | Tukey-Kramer | 1.0000 | 0.05 | -5.1935 | 2.8247 | -9.1544 | 6.7856 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 1 | -2.0706 | 2.1362 | 30 | -0.97 | 0.3401 | Tukey-Kramer | 1.0000 | 0.05 | -6.4334 | 2.2921 | -10.7436 | 6.6023 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 2 | 1.2269 | 2.8667 | 30 | 0.43 | 0.6717 | Tukey-Kramer | 1.0000 | 0.05 | -4.6276 | 7.0815 | -10.4117 | 12.8655 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 2 | 1.2917 | 2.9274 | 30 | 0.44 | 0.6622 | Tukey-Kramer | 1.0000 | 0.05 | -4.6868 | 7.2702 | -10.5933 | 13.1767 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 2 | 1.8523 | 3.3777 | 30 | 0.55 | 0.5875 | Tukey-Kramer | 1.0000 | 0.05 | -5.0458 | 8.7504 | -11.8609 | 15.5655 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 3 | -0.5946 | 1.7389 | 30 | -0.34 | 0.7348 | Tukey-Kramer | 1.0000 | 0.05 | -4.1459 | 2.9567 | -7.6544 | 6.4652 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 3 | -0.9584 | 1.7515 | 30 | -0.55 | 0.5883 | Tukey-Kramer | 1.0000 | 0.05 | -4.5354 | 2.6187 | -8.0693 | 6.1526 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 3 | -2.4842 | 1.8500 | 30 | -1.34 | 0.1894 | Tukey-Kramer | 0.9996 | 0.05 | -6.2625 | 1.2940 | -9.9952 | 5.0268 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 2 | 0.09837 | 0.9195 | 30 | 0.11 | 0.9155 | Tukey-Kramer | 1.0000 | 0.05 | -1.7794 | 1.9762 | -3.6346 | 3.8313 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 2 | -0.2563 | 0.9143 | 30 | -0.28 | 0.7812 | Tukey-Kramer | 1.0000 | 0.05 | -2.1234 | 1.6109 | -3.9681 | 3.4555 |
hospbi*age_gr*sample | A | 6 | 2 | A | 6 | 3 | -1.4827 | 1.9535 | 30 | -0.76 | 0.4538 | Tukey-Kramer | 1.0000 | 0.05 | -5.4722 | 2.5069 | -9.4138 | 6.4484 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 3 | -2.2908 | 1.9663 | 30 | -1.17 | 0.2532 | Tukey-Kramer | 1.0000 | 0.05 | -6.3066 | 1.7249 | -10.2739 | 5.6922 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 3 | -1.8849 | 2.0669 | 30 | -0.91 | 0.3691 | Tukey-Kramer | 1.0000 | 0.05 | -6.1060 | 2.3362 | -10.2763 | 6.5065 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 1 | -4.0308 | 2.1100 | 30 | -1.91 | 0.0657 | Tukey-Kramer | 0.9632 | 0.05 | -8.3400 | 0.2784 | -12.5973 | 4.5357 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 1 | -2.9888 | 2.1307 | 30 | -1.40 | 0.1710 | Tukey-Kramer | 0.9992 | 0.05 | -7.3404 | 1.3627 | -11.6395 | 5.6618 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 1 | -3.8750 | 2.2912 | 30 | -1.69 | 0.1012 | Tukey-Kramer | 0.9902 | 0.05 | -8.5544 | 0.8043 | -13.1774 | 5.4273 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 2 | -0.5775 | 2.9840 | 30 | -0.19 | 0.8479 | Tukey-Kramer | 1.0000 | 0.05 | -6.6716 | 5.5167 | -12.6924 | 11.5374 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 2 | -0.5127 | 3.0423 | 30 | -0.17 | 0.8673 | Tukey-Kramer | 1.0000 | 0.05 | -6.7260 | 5.7006 | -12.8645 | 11.8390 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 2 | 0.04790 | 3.4778 | 30 | 0.01 | 0.9891 | Tukey-Kramer | 1.0000 | 0.05 | -7.0547 | 7.1505 | -14.0717 | 14.1675 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 3 | -2.3990 | 1.9262 | 30 | -1.25 | 0.2226 | Tukey-Kramer | 0.9999 | 0.05 | -6.3328 | 1.5347 | -10.2192 | 5.4211 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 3 | -2.7628 | 1.9375 | 30 | -1.43 | 0.1642 | Tukey-Kramer | 0.9990 | 0.05 | -6.7198 | 1.1942 | -10.6291 | 5.1035 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 3 | -4.2887 | 2.0271 | 30 | -2.12 | 0.0428 | Tukey-Kramer | 0.9078 | 0.05 | -8.4285 | -0.1489 | -12.5184 | 3.9411 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 2 | -0.3546 | 1.0473 | 30 | -0.34 | 0.7372 | Tukey-Kramer | 1.0000 | 0.05 | -2.4934 | 1.7841 | -4.6065 | 3.8972 |
hospbi*age_gr*sample | B | 6 | 2 | A | 6 | 3 | -1.5811 | 1.9980 | 30 | -0.79 | 0.4350 | Tukey-Kramer | 1.0000 | 0.05 | -5.6615 | 2.4993 | -9.6928 | 6.5306 |
hospbi*age_gr*sample | B | 6 | 2 | B | 6 | 3 | -2.3892 | 2.0105 | 30 | -1.19 | 0.2440 | Tukey-Kramer | 0.9999 | 0.05 | -6.4952 | 1.7168 | -10.5518 | 5.7733 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 3 | -1.9833 | 2.1090 | 30 | -0.94 | 0.3545 | Tukey-Kramer | 1.0000 | 0.05 | -6.2904 | 2.3238 | -10.5456 | 6.5790 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 1 | -4.1292 | 2.1513 | 30 | -1.92 | 0.0645 | Tukey-Kramer | 0.9614 | 0.05 | -8.5226 | 0.2643 | -12.8632 | 4.6048 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 1 | -3.0872 | 2.1716 | 30 | -1.42 | 0.1654 | Tukey-Kramer | 0.9990 | 0.05 | -7.5222 | 1.3478 | -11.9038 | 5.7294 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 1 | -3.9734 | 2.3293 | 30 | -1.71 | 0.0984 | Tukey-Kramer | 0.9891 | 0.05 | -8.7305 | 0.7836 | -13.4302 | 5.4834 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 2 | -0.6759 | 3.0133 | 30 | -0.22 | 0.8241 | Tukey-Kramer | 1.0000 | 0.05 | -6.8299 | 5.4782 | -12.9097 | 11.5580 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 2 | -0.6111 | 3.0711 | 30 | -0.20 | 0.8436 | Tukey-Kramer | 1.0000 | 0.05 | -6.8831 | 5.6609 | -13.0796 | 11.8574 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 2 | -0.05047 | 3.5030 | 30 | -0.01 | 0.9886 | Tukey-Kramer | 1.0000 | 0.05 | -7.2045 | 7.1036 | -14.2724 | 14.1714 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 3 | -2.4974 | 1.9713 | 30 | -1.27 | 0.2149 | Tukey-Kramer | 0.9998 | 0.05 | -6.5233 | 1.5285 | -10.5007 | 5.5059 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 3 | -2.8611 | 1.9824 | 30 | -1.44 | 0.1593 | Tukey-Kramer | 0.9988 | 0.05 | -6.9097 | 1.1874 | -10.9095 | 5.1872 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 3 | -4.3870 | 2.0700 | 30 | -2.12 | 0.0424 | Tukey-Kramer | 0.9065 | 0.05 | -8.6145 | -0.1596 | -12.7910 | 4.0169 |
hospbi*age_gr*sample | C | 6 | 2 | A | 6 | 3 | -1.2264 | 2.3263 | 30 | -0.53 | 0.6019 | Tukey-Kramer | 1.0000 | 0.05 | -5.9773 | 3.5244 | -10.6709 | 8.2181 |
hospbi*age_gr*sample | C | 6 | 2 | B | 6 | 3 | -2.0346 | 2.3370 | 30 | -0.87 | 0.3909 | Tukey-Kramer | 1.0000 | 0.05 | -6.8074 | 2.7383 | -11.5228 | 7.4537 |
hospbi*age_gr*sample | C | 6 | 2 | C | 6 | 3 | -1.6286 | 2.4223 | 30 | -0.67 | 0.5065 | Tukey-Kramer | 1.0000 | 0.05 | -6.5755 | 3.3183 | -11.4628 | 8.2056 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 1 | -3.7745 | 2.4592 | 30 | -1.53 | 0.1353 | Tukey-Kramer | 0.9971 | 0.05 | -8.7968 | 1.2478 | -13.7586 | 6.2096 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 1 | -2.7325 | 2.4770 | 30 | -1.10 | 0.2787 | Tukey-Kramer | 1.0000 | 0.05 | -7.7912 | 2.3261 | -12.7889 | 7.3238 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 1 | -3.6188 | 2.6163 | 30 | -1.38 | 0.1768 | Tukey-Kramer | 0.9993 | 0.05 | -8.9620 | 1.7245 | -14.2409 | 7.0034 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 2 | -0.3212 | 3.2403 | 30 | -0.10 | 0.9217 | Tukey-Kramer | 1.0000 | 0.05 | -6.9388 | 6.2964 | -13.4767 | 12.8343 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 2 | -0.2565 | 3.2941 | 30 | -0.08 | 0.9385 | Tukey-Kramer | 1.0000 | 0.05 | -6.9840 | 6.4710 | -13.6304 | 13.1175 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 2 | 0.3042 | 3.7001 | 30 | 0.08 | 0.9350 | Tukey-Kramer | 1.0000 | 0.05 | -7.2523 | 7.8607 | -14.7178 | 15.3262 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 3 | -2.1428 | 2.3034 | 30 | -0.93 | 0.3597 | Tukey-Kramer | 1.0000 | 0.05 | -6.8469 | 2.5613 | -11.4943 | 7.2088 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 3 | -2.5065 | 2.3129 | 30 | -1.08 | 0.2871 | Tukey-Kramer | 1.0000 | 0.05 | -7.2300 | 2.2170 | -11.8967 | 6.8837 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 3 | -4.0324 | 2.3884 | 30 | -1.69 | 0.1017 | Tukey-Kramer | 0.9904 | 0.05 | -8.9101 | 0.8453 | -13.7291 | 5.6643 |
hospbi*age_gr*sample | A | 6 | 3 | B | 6 | 3 | -0.8082 | 0.4915 | 30 | -1.64 | 0.1105 | Tukey-Kramer | 0.9930 | 0.05 | -1.8119 | 0.1956 | -2.8035 | 1.1872 |
hospbi*age_gr*sample | A | 6 | 3 | C | 6 | 3 | -0.4022 | 0.4887 | 30 | -0.82 | 0.4170 | Tukey-Kramer | 1.0000 | 0.05 | -1.4002 | 0.5958 | -2.3863 | 1.5818 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 1 | -2.5481 | 1.5271 | 30 | -1.67 | 0.1056 | Tukey-Kramer | 0.9917 | 0.05 | -5.6669 | 0.5707 | -8.7481 | 3.6519 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 1 | -1.5061 | 1.5556 | 30 | -0.97 | 0.3407 | Tukey-Kramer | 1.0000 | 0.05 | -4.6831 | 1.6709 | -7.8219 | 4.8096 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 1 | -2.3923 | 1.7691 | 30 | -1.35 | 0.1864 | Tukey-Kramer | 0.9995 | 0.05 | -6.0054 | 1.2207 | -9.5748 | 4.7902 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 2 | 0.9052 | 2.6046 | 30 | 0.35 | 0.7306 | Tukey-Kramer | 1.0000 | 0.05 | -4.4142 | 6.2246 | -9.6695 | 11.4800 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 2 | 0.9700 | 2.6713 | 30 | 0.36 | 0.7191 | Tukey-Kramer | 1.0000 | 0.05 | -4.4855 | 6.4255 | -9.8753 | 11.8153 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 2 | 1.5306 | 3.1583 | 30 | 0.48 | 0.6315 | Tukey-Kramer | 1.0000 | 0.05 | -4.9195 | 7.9807 | -11.2920 | 14.3532 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 3 | -0.9163 | 1.2610 | 30 | -0.73 | 0.4730 | Tukey-Kramer | 1.0000 | 0.05 | -3.4916 | 1.6589 | -6.0358 | 4.2031 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 3 | -1.2801 | 1.2783 | 30 | -1.00 | 0.3246 | Tukey-Kramer | 1.0000 | 0.05 | -3.8907 | 1.3305 | -6.4698 | 3.9097 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 3 | -2.8060 | 1.4103 | 30 | -1.99 | 0.0558 | Tukey-Kramer | 0.9458 | 0.05 | -5.6861 | 0.07422 | -8.5316 | 2.9197 |
hospbi*age_gr*sample | B | 6 | 3 | C | 6 | 3 | 0.4059 | 0.5598 | 30 | 0.73 | 0.4740 | Tukey-Kramer | 1.0000 | 0.05 | -0.7373 | 1.5492 | -1.8667 | 2.6786 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 1 | -1.7400 | 1.5435 | 30 | -1.13 | 0.2686 | Tukey-Kramer | 1.0000 | 0.05 | -4.8921 | 1.4122 | -8.0064 | 4.5264 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 1 | -0.6980 | 1.5717 | 30 | -0.44 | 0.6602 | Tukey-Kramer | 1.0000 | 0.05 | -3.9078 | 2.5118 | -7.0789 | 5.6830 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 1 | -1.5842 | 1.7833 | 30 | -0.89 | 0.3814 | Tukey-Kramer | 1.0000 | 0.05 | -5.2261 | 2.0577 | -8.8241 | 5.6557 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 2 | 1.7134 | 2.6143 | 30 | 0.66 | 0.5172 | Tukey-Kramer | 1.0000 | 0.05 | -3.6257 | 7.0524 | -8.9004 | 12.3272 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 2 | 1.7781 | 2.6807 | 30 | 0.66 | 0.5122 | Tukey-Kramer | 1.0000 | 0.05 | -3.6966 | 7.2528 | -9.1053 | 12.6615 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 2 | 2.3387 | 3.1663 | 30 | 0.74 | 0.4659 | Tukey-Kramer | 1.0000 | 0.05 | -4.1276 | 8.8051 | -10.5161 | 15.1936 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 3 | -0.1082 | 1.2807 | 30 | -0.08 | 0.9332 | Tukey-Kramer | 1.0000 | 0.05 | -2.7238 | 2.5074 | -5.3079 | 5.0915 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 3 | -0.4719 | 1.2978 | 30 | -0.36 | 0.7187 | Tukey-Kramer | 1.0000 | 0.05 | -3.1223 | 2.1785 | -5.7408 | 4.7970 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 3 | -1.9978 | 1.4280 | 30 | -1.40 | 0.1721 | Tukey-Kramer | 0.9992 | 0.05 | -4.9141 | 0.9185 | -7.7953 | 3.7997 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 1 | -2.1459 | 1.6697 | 30 | -1.29 | 0.2086 | Tukey-Kramer | 0.9998 | 0.05 | -5.5559 | 1.2641 | -8.9248 | 4.6330 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 1 | -1.1039 | 1.6958 | 30 | -0.65 | 0.5200 | Tukey-Kramer | 1.0000 | 0.05 | -4.5672 | 2.3594 | -7.9888 | 5.7810 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 1 | -1.9901 | 1.8936 | 30 | -1.05 | 0.3016 | Tukey-Kramer | 1.0000 | 0.05 | -5.8573 | 1.8770 | -9.6779 | 5.6976 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 2 | 1.3074 | 2.6907 | 30 | 0.49 | 0.6306 | Tukey-Kramer | 1.0000 | 0.05 | -4.1878 | 6.8026 | -9.6168 | 12.2316 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 2 | 1.3722 | 2.7553 | 30 | 0.50 | 0.6221 | Tukey-Kramer | 1.0000 | 0.05 | -4.2549 | 6.9992 | -9.8142 | 12.5585 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 2 | 1.9328 | 3.2297 | 30 | 0.60 | 0.5540 | Tukey-Kramer | 1.0000 | 0.05 | -4.6631 | 8.5287 | -11.1795 | 15.0451 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 3 | -0.5141 | 1.4303 | 30 | -0.36 | 0.7218 | Tukey-Kramer | 1.0000 | 0.05 | -3.4353 | 2.4070 | -6.3212 | 5.2930 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 3 | -0.8779 | 1.4456 | 30 | -0.61 | 0.5482 | Tukey-Kramer | 1.0000 | 0.05 | -3.8302 | 2.0745 | -6.7470 | 4.9913 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 3 | -2.4038 | 1.5636 | 30 | -1.54 | 0.1347 | Tukey-Kramer | 0.9971 | 0.05 | -5.5970 | 0.7895 | -8.7517 | 3.9442 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 1 | 1.0420 | 0.6502 | 30 | 1.60 | 0.1195 | Tukey-Kramer | 0.9949 | 0.05 | -0.2858 | 2.3698 | -1.5976 | 3.6816 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 1 | 0.1558 | 0.6465 | 30 | 0.24 | 0.8112 | Tukey-Kramer | 1.0000 | 0.05 | -1.1645 | 1.4760 | -2.4689 | 2.7804 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 2 | 3.4533 | 2.7240 | 30 | 1.27 | 0.2146 | Tukey-Kramer | 0.9998 | 0.05 | -2.1098 | 9.0165 | -7.6060 | 14.5126 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 2 | 3.5181 | 2.7878 | 30 | 1.26 | 0.2167 | Tukey-Kramer | 0.9998 | 0.05 | -2.1754 | 9.2115 | -7.8002 | 14.8364 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 2 | 4.0787 | 3.2574 | 30 | 1.25 | 0.2202 | Tukey-Kramer | 0.9999 | 0.05 | -2.5739 | 10.7313 | -9.1464 | 17.3038 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 3 | 1.6318 | 1.4920 | 30 | 1.09 | 0.2828 | Tukey-Kramer | 1.0000 | 0.05 | -1.4153 | 4.6788 | -4.4257 | 7.6892 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 3 | 1.2680 | 1.5067 | 30 | 0.84 | 0.4067 | Tukey-Kramer | 1.0000 | 0.05 | -1.8090 | 4.3450 | -4.8489 | 7.3850 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 3 | -0.2578 | 1.6202 | 30 | -0.16 | 0.8746 | Tukey-Kramer | 1.0000 | 0.05 | -3.5666 | 3.0510 | -6.8356 | 6.3199 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 1 | -0.8862 | 0.7405 | 30 | -1.20 | 0.2408 | Tukey-Kramer | 0.9999 | 0.05 | -2.3986 | 0.6261 | -3.8927 | 2.1203 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 2 | 2.4113 | 2.7401 | 30 | 0.88 | 0.3858 | Tukey-Kramer | 1.0000 | 0.05 | -3.1847 | 8.0074 | -8.7133 | 13.5360 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 2 | 2.4761 | 2.8035 | 30 | 0.88 | 0.3841 | Tukey-Kramer | 1.0000 | 0.05 | -3.2495 | 8.2016 | -8.9061 | 13.8582 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 2 | 3.0367 | 3.2709 | 30 | 0.93 | 0.3606 | Tukey-Kramer | 1.0000 | 0.05 | -3.6434 | 9.7168 | -10.2430 | 16.3165 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 3 | 0.5898 | 1.5212 | 30 | 0.39 | 0.7010 | Tukey-Kramer | 1.0000 | 0.05 | -2.5169 | 3.6964 | -5.5861 | 6.7657 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 3 | 0.2260 | 1.5356 | 30 | 0.15 | 0.8840 | Tukey-Kramer | 1.0000 | 0.05 | -2.9100 | 3.3621 | -6.0082 | 6.4603 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 3 | -1.2998 | 1.6471 | 30 | -0.79 | 0.4362 | Tukey-Kramer | 1.0000 | 0.05 | -4.6636 | 2.0639 | -7.9868 | 5.3872 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 2 | 3.2976 | 2.8667 | 30 | 1.15 | 0.2591 | Tukey-Kramer | 1.0000 | 0.05 | -2.5570 | 9.1521 | -8.3410 | 14.9362 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 2 | 3.3623 | 2.9274 | 30 | 1.15 | 0.2598 | Tukey-Kramer | 1.0000 | 0.05 | -2.6162 | 9.3408 | -8.5227 | 15.2473 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 2 | 3.9229 | 3.3777 | 30 | 1.16 | 0.2546 | Tukey-Kramer | 1.0000 | 0.05 | -2.9752 | 10.8211 | -9.7902 | 17.6361 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 3 | 1.4760 | 1.7389 | 30 | 0.85 | 0.4027 | Tukey-Kramer | 1.0000 | 0.05 | -2.0753 | 5.0273 | -5.5838 | 8.5358 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 3 | 1.1123 | 1.7515 | 30 | 0.64 | 0.5302 | Tukey-Kramer | 1.0000 | 0.05 | -2.4647 | 4.6893 | -5.9987 | 8.2232 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 3 | -0.4136 | 1.8500 | 30 | -0.22 | 0.8246 | Tukey-Kramer | 1.0000 | 0.05 | -4.1919 | 3.3647 | -7.9246 | 7.0974 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 2 | 0.06475 | 1.3003 | 30 | 0.05 | 0.9606 | Tukey-Kramer | 1.0000 | 0.05 | -2.5908 | 2.7203 | -5.2145 | 5.3440 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 2 | 0.6254 | 1.2929 | 30 | 0.48 | 0.6321 | Tukey-Kramer | 1.0000 | 0.05 | -2.0152 | 3.2659 | -4.6239 | 5.8747 |
hospbi*age_gr*sample | A | 9 | 2 | A | 9 | 3 | -1.8216 | 2.5842 | 30 | -0.70 | 0.4863 | Tukey-Kramer | 1.0000 | 0.05 | -7.0992 | 3.4561 | -12.3133 | 8.6702 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 3 | -2.1853 | 2.5927 | 30 | -0.84 | 0.4060 | Tukey-Kramer | 1.0000 | 0.05 | -7.4803 | 3.1097 | -12.7116 | 8.3410 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 3 | -3.7112 | 2.6603 | 30 | -1.40 | 0.1732 | Tukey-Kramer | 0.9993 | 0.05 | -9.1442 | 1.7218 | -14.5117 | 7.0894 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 2 | 0.5606 | 1.4810 | 30 | 0.38 | 0.7077 | Tukey-Kramer | 1.0000 | 0.05 | -2.4641 | 3.5853 | -5.4523 | 6.5736 |
hospbi*age_gr*sample | B | 9 | 2 | A | 9 | 3 | -1.8863 | 2.6514 | 30 | -0.71 | 0.4823 | Tukey-Kramer | 1.0000 | 0.05 | -7.3011 | 3.5285 | -12.6508 | 8.8782 |
hospbi*age_gr*sample | B | 9 | 2 | B | 9 | 3 | -2.2500 | 2.6597 | 30 | -0.85 | 0.4043 | Tukey-Kramer | 1.0000 | 0.05 | -7.6818 | 3.1817 | -13.0481 | 8.5480 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 3 | -3.7759 | 2.7256 | 30 | -1.39 | 0.1762 | Tukey-Kramer | 0.9993 | 0.05 | -9.3422 | 1.7904 | -14.8415 | 7.2897 |
hospbi*age_gr*sample | C | 9 | 2 | A | 9 | 3 | -2.4469 | 3.1415 | 30 | -0.78 | 0.4421 | Tukey-Kramer | 1.0000 | 0.05 | -8.8627 | 3.9688 | -15.2012 | 10.3073 |
hospbi*age_gr*sample | C | 9 | 2 | B | 9 | 3 | -2.8107 | 3.1485 | 30 | -0.89 | 0.3791 | Tukey-Kramer | 1.0000 | 0.05 | -9.2407 | 3.6194 | -15.5933 | 9.9720 |
hospbi*age_gr*sample | C | 9 | 2 | C | 9 | 3 | -4.3366 | 3.2043 | 30 | -1.35 | 0.1861 | Tukey-Kramer | 0.9995 | 0.05 | -10.8807 | 2.2076 | -17.3460 | 8.6729 |
hospbi*age_gr*sample | A | 9 | 3 | B | 9 | 3 | -0.3637 | 0.4597 | 30 | -0.79 | 0.4350 | Tukey-Kramer | 1.0000 | 0.05 | -1.3026 | 0.5751 | -2.2302 | 1.5027 |
hospbi*age_gr*sample | A | 9 | 3 | C | 9 | 3 | -1.8896 | 0.4571 | 30 | -4.13 | 0.0003 | Tukey-Kramer | 0.0421 | 0.05 | -2.8232 | -0.9560 | -3.7455 | -0.03371 |
hospbi*age_gr*sample | B | 9 | 3 | C | 9 | 3 | -1.5259 | 0.5236 | 30 | -2.91 | 0.0067 | Tukey-Kramer | 0.4470 | 0.05 | -2.5953 | -0.4565 | -3.6518 | 0.6000 |
Data for supplemental table 2 and Figure 1
/*ls means values by head body and tail*/
DATA cd68_lsmeans1 (drop=age_group);
set cd68_lsmeans;
if age_group^="" then delete;
stain="CD68 ";
rename _NAME_=pancreas_region;
run;
PROC print data=cd68_lsmeans1;
run;
/*grand mean values*/
PROC means data=cd68_lsmeans1 mean;
var lsmean;
class hospbin;
output out=cd68_grandmean;
run;
DATA cd68_grandmean (drop=_type_ _freq_ _stat_);
set cd68_grandmean;
if _stat_^="MEAN" then delete;
if hospbin="" then delete;
pancreas_region="Overall";
stain="CD68 ";
run;
/*combine files into 1*/
DATA CD68_fig1;
set CD68_lsmeans1 CD68_grandmean;
run;
PROC print data=CD68_fig1;
run;
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 2.11729 | CD68 |
2 | Head | 6 | 2.11608 | CD68 |
3 | Head | 9 | 3.43758 | CD68 |
4 | Body | 3 | 2.81909 | CD68 |
5 | Body | 6 | 2.58786 | CD68 |
6 | Body | 9 | 3.18992 | CD68 |
7 | Tail | 3 | 2.81956 | CD68 |
8 | Tail | 6 | 2.41701 | CD68 |
9 | Tail | 9 | 3.80707 | CD68 |
The MEANS Procedure
Analysis Variable : LSMEAN | ||
---|---|---|
hospbin | N Obs | Mean |
3 | 3 | 2.5853126 |
6 | 3 | 2.3736492 |
9 | 3 | 3.4781916 |
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 2.11729 | CD68 |
2 | Head | 6 | 2.11608 | CD68 |
3 | Head | 9 | 3.43758 | CD68 |
4 | Body | 3 | 2.81909 | CD68 |
5 | Body | 6 | 2.58786 | CD68 |
6 | Body | 9 | 3.18992 | CD68 |
7 | Tail | 3 | 2.81956 | CD68 |
8 | Tail | 6 | 2.41701 | CD68 |
9 | Tail | 9 | 3.80707 | CD68 |
10 | Overall | 3 | 2.58531 | CD68 |
11 | Overall | 6 | 2.37365 | CD68 |
12 | Overall | 9 | 3.47819 | CD68 |
statistical analysis model
PROC glm data=insulin1;
class hospbin age_group;
model Head Body Tail= hospbin|age_group/nouni;
repeated sample_type2 / short printe;
lsmeans hospbin|age_group / out=insulin1_means (drop=stderr);
run;
quit;
PROC mixed data=insulin;
class case hospbin age_group sample_type2;
model percent_insulin=hospbin|age_group|sample_type2;
repeated sample_type2/ subject=case(hospbin) type=un;
lsmeans hospbin|age_group|sample_type2 /adjust=tukey cl pdiff alpha=0.05;
run;
The GLM Procedure
Class Level Information | ||
---|---|---|
Class | Levels | Values |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
Number of Observations Read | 39 |
---|---|
Number of Observations Used | 39 |
The GLM Procedure
Repeated Measures Analysis of Variance
Repeated Measures Level Information | |||
---|---|---|---|
Dependent Variable | Head | Body | Tail |
Level of sample_type2 | 1 | 2 | 3 |
Partial Correlation Coefficients from the Error SSCP Matrix / Prob > |r| | |||
---|---|---|---|
DF = 30 | Head | Body | Tail |
Head |
1.000000
|
0.949948
<.0001
|
0.881226
<.0001
|
Body |
0.949948
<.0001
|
1.000000
|
0.939152
<.0001
|
Tail |
0.881226
<.0001
|
0.939152
<.0001
|
1.000000
|
E = Error SSCP Matrix sample_type2_N represents the contrast between the nth level of sample_type2 and the last |
||
---|---|---|
sample_type2_1 | sample_type2_2 | |
sample_type2_1 | 45.188 | 18.763 |
sample_type2_2 | 18.763 | 18.114 |
Partial Correlation Coefficients from the Error SSCP Matrix of the Variables Defined by the Specified Transformation / Prob > |r| | ||
---|---|---|
DF = 30 | sample_type2_1 | sample_type2_2 |
sample_type2_1 |
1.000000
|
0.655805
<.0001
|
sample_type2_2 |
0.655805
<.0001
|
1.000000
|
Sphericity Tests | ||||
---|---|---|---|---|
Variables | DF | Mauchly's Criterion | Chi-Square | Pr > ChiSq |
Transformed Variates | 2 | 0.465673 | 22.163876 | <.0001 |
Orthogonal Components | 2 | 0.7054901 | 10.117014 | 0.0064 |
MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no sample_type2 Effect H = Type III SSCP Matrix for sample_type2 E = Error SSCP Matrix S=1 M=0 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
Wilks' Lambda | 0.52375843 | 13.18 | 2 | 29 | <.0001 |
Pillai's Trace | 0.47624157 | 13.18 | 2 | 29 | <.0001 |
Hotelling-Lawley Trace | 0.90927713 | 13.18 | 2 | 29 | <.0001 |
Roy's Greatest Root | 0.90927713 | 13.18 | 2 | 29 | <.0001 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin Effect H = Type III SSCP Matrix for sample_type2*hospbin E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.91606221 | 0.65 | 4 | 58 | 0.6293 |
Pillai's Trace | 0.08552742 | 0.67 | 4 | 60 | 0.6153 |
Hotelling-Lawley Trace | 0.08989364 | 0.64 | 4 | 33.787 | 0.6343 |
Roy's Greatest Root | 0.06182692 | 0.93 | 2 | 30 | 0.4066 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*age_group Effect H = Type III SSCP Matrix for sample_type2*age_group E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.73333544 | 2.43 | 4 | 58 | 0.0575 |
Pillai's Trace | 0.26679863 | 2.31 | 4 | 60 | 0.0682 |
Hotelling-Lawley Trace | 0.36344961 | 2.61 | 4 | 33.787 | 0.0529 |
Roy's Greatest Root | 0.36294587 | 5.44 | 2 | 30 | 0.0096 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin*age_group Effect H = Type III SSCP Matrix for sample_type2*hospbin*age_group E = Error SSCP Matrix S=2 M=0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.77474650 | 0.99 | 8 | 58 | 0.4558 |
Pillai's Trace | 0.22961082 | 0.97 | 8 | 60 | 0.4659 |
Hotelling-Lawley Trace | 0.28512058 | 1.01 | 8 | 39.176 | 0.4416 |
Roy's Greatest Root | 0.26380073 | 1.98 | 4 | 30 | 0.1233 |
The GLM Procedure
Repeated Measures Analysis of Variance
Tests of Hypotheses for Between Subjects Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F |
---|---|---|---|---|---|
hospbin | 2 | 14.4592667 | 7.2296333 | 0.49 | 0.6193 |
age_group | 2 | 261.7807267 | 130.8903633 | 8.81 | 0.0010 |
hospbin*age_group | 4 | 70.2225689 | 17.5556422 | 1.18 | 0.3386 |
Error | 30 | 445.4928129 | 14.8497604 |
The GLM Procedure
Repeated Measures Analysis of Variance
Univariate Tests of Hypotheses for Within Subject Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F | Adj Pr > F | |
---|---|---|---|---|---|---|---|
G - G | H-F-L | ||||||
sample_type2 | 2 | 6.54906638 | 3.27453319 | 6.62 | 0.0025 | 0.0057 | 0.0051 |
sample_type2*hospbin | 4 | 1.58133910 | 0.39533478 | 0.80 | 0.5307 | 0.5041 | 0.5085 |
sample_type2*age_group | 4 | 4.73081484 | 1.18270371 | 2.39 | 0.0607 | 0.0791 | 0.0760 |
sample_type2*hospbin*age_group | 8 | 3.46848879 | 0.43356110 | 0.88 | 0.5417 | 0.5222 | 0.5255 |
Error(sample_type2) | 60 | 29.69284008 | 0.49488067 |
Greenhouse-Geisser Epsilon | 0.7725 |
---|---|
Huynh-Feldt-Lecoutre Epsilon | 0.8064 |
The GLM Procedure
Least Squares Means
hospbin | Head LSMEAN |
---|---|
3 | 3.67605328 |
6 | 2.59538527 |
9 | 2.25901072 |
hospbin | Body LSMEAN |
---|---|
3 | 2.97310362 |
6 | 2.22844238 |
9 | 2.07232736 |
hospbin | Tail LSMEAN |
---|---|
3 | 3.54317333 |
6 | 3.19100765 |
9 | 2.69676590 |
age_group | Head LSMEAN |
---|---|
1 | 5.29526769 |
2 | 2.00287461 |
3 | 1.23230698 |
age_group | Body LSMEAN |
---|---|
1 | 4.27700002 |
2 | 1.70135672 |
3 | 1.29551662 |
age_group | Tail LSMEAN |
---|---|
1 | 5.14813111 |
2 | 2.36051844 |
3 | 1.92229733 |
hospbin | age_group | Head LSMEAN |
---|---|---|
3 | 1 | 8.15237222 |
3 | 2 | 1.57745333 |
3 | 3 | 1.29833429 |
6 | 1 | 4.95603750 |
6 | 2 | 1.65544717 |
6 | 3 | 1.17467114 |
9 | 1 | 2.77739333 |
9 | 2 | 2.77572333 |
9 | 3 | 1.22391550 |
hospbin | age_group | Body LSMEAN |
---|---|---|
3 | 1 | 6.01730289 |
3 | 2 | 1.51584667 |
3 | 3 | 1.38616129 |
6 | 1 | 4.23163383 |
6 | 2 | 1.13735350 |
6 | 3 | 1.31633981 |
9 | 1 | 2.58206333 |
9 | 2 | 2.45087000 |
9 | 3 | 1.18404875 |
hospbin | age_group | Tail LSMEAN |
---|---|---|
3 | 1 | 6.90823000 |
3 | 2 | 1.92138000 |
3 | 3 | 1.79991000 |
6 | 1 | 5.24763333 |
6 | 2 | 2.33609867 |
6 | 3 | 1.98929095 |
9 | 1 | 3.28853000 |
9 | 2 | 2.82407667 |
9 | 3 | 1.97769104 |
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.INSULIN |
Dependent Variable | percent_insulin |
Covariance Structure | Unstructured |
Subject Effect | Case(hospbin) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
sample_type2 | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 6 |
Columns in X | 64 |
Columns in Z | 0 |
Subjects | 39 |
Max Obs per Subject | 3 |
Number of Observations | |
---|---|
Number of Observations Read | 117 |
Number of Observations Used | 117 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 439.24643330 | |
1 | 1 | 303.07256043 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(hospbin) | 6.7337 |
UN(2,1) | Case(hospbin) | 4.9685 |
UN(2,2) | Case(hospbin) | 4.0626 |
UN(3,1) | Case(hospbin) | 5.1353 |
UN(3,2) | Case(hospbin) | 4.2510 |
UN(3,3) | Case(hospbin) | 5.0433 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | 303.1 |
AIC (Smaller is Better) | 315.1 |
AICC (Smaller is Better) | 316.1 |
BIC (Smaller is Better) | 325.1 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
5 | 136.17 | <.0001 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
hospbin | 2 | 30 | 0.49 | 0.6193 |
age_group | 2 | 30 | 8.81 | 0.0010 |
hospbin*age_group | 4 | 30 | 1.18 | 0.3386 |
sample_type2 | 2 | 30 | 13.64 | <.0001 |
hospbin*sample_type2 | 4 | 30 | 0.67 | 0.6151 |
age_group*sample_typ | 4 | 30 | 2.73 | 0.0478 |
hospbi*age_gr*sample | 8 | 30 | 1.07 | 0.4101 |
Least Squares Means | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
hospbin | 3 | 3.3974 | 0.7260 | 30 | 4.68 | <.0001 | 0.05 | 1.9148 | 4.8801 | ||
hospbin | 6 | 2.6716 | 0.7008 | 30 | 3.81 | 0.0006 | 0.05 | 1.2405 | 4.1028 | ||
hospbin | 9 | 2.3427 | 0.8696 | 30 | 2.69 | 0.0115 | 0.05 | 0.5667 | 4.1187 | ||
age_group | 1 | 4.9068 | 0.6770 | 30 | 7.25 | <.0001 | 0.05 | 3.5242 | 6.2894 | ||
age_group | 2 | 2.0216 | 1.0488 | 30 | 1.93 | 0.0634 | 0.05 | -0.1204 | 4.1635 | ||
age_group | 3 | 1.4834 | 0.4648 | 30 | 3.19 | 0.0033 | 0.05 | 0.5341 | 2.4327 | ||
hospbin*age_group | 3 | 1 | 7.0260 | 1.2845 | 30 | 5.47 | <.0001 | 0.05 | 4.4026 | 9.6493 | |
hospbin*age_group | 3 | 2 | 1.6716 | 1.5732 | 30 | 1.06 | 0.2965 | 0.05 | -1.5413 | 4.8845 | |
hospbin*age_group | 3 | 3 | 1.4948 | 0.7866 | 30 | 1.90 | 0.0670 | 0.05 | -0.1117 | 3.1013 | |
hospbin*age_group | 6 | 1 | 4.8118 | 1.1124 | 30 | 4.33 | 0.0002 | 0.05 | 2.5399 | 7.0836 | |
hospbin*age_group | 6 | 2 | 1.7096 | 1.5732 | 30 | 1.09 | 0.2858 | 0.05 | -1.5033 | 4.9225 | |
hospbin*age_group | 6 | 3 | 1.4934 | 0.8409 | 30 | 1.78 | 0.0859 | 0.05 | -0.2239 | 3.2108 | |
hospbin*age_group | 9 | 1 | 2.8827 | 1.1124 | 30 | 2.59 | 0.0146 | 0.05 | 0.6108 | 5.1545 | |
hospbin*age_group | 9 | 2 | 2.6836 | 2.2248 | 30 | 1.21 | 0.2372 | 0.05 | -1.8602 | 7.2273 | |
hospbin*age_group | 9 | 3 | 1.4619 | 0.7866 | 30 | 1.86 | 0.0729 | 0.05 | -0.1446 | 3.0683 | |
sample_type2 | A | 2.8435 | 0.5179 | 30 | 5.49 | <.0001 | 0.05 | 1.7858 | 3.9011 | ||
sample_type2 | B | 2.4246 | 0.4023 | 30 | 6.03 | <.0001 | 0.05 | 1.6031 | 3.2461 | ||
sample_type2 | C | 3.1436 | 0.4482 | 30 | 7.01 | <.0001 | 0.05 | 2.2283 | 4.0590 | ||
hospbin*sample_type2 | A | 3 | 3.6761 | 0.8468 | 30 | 4.34 | 0.0001 | 0.05 | 1.9467 | 5.4054 | |
hospbin*sample_type2 | B | 3 | 2.9731 | 0.6577 | 30 | 4.52 | <.0001 | 0.05 | 1.6299 | 4.3163 | |
hospbin*sample_type2 | C | 3 | 3.5432 | 0.7328 | 30 | 4.84 | <.0001 | 0.05 | 2.0466 | 5.0398 | |
hospbin*sample_type2 | A | 6 | 2.5954 | 0.8173 | 30 | 3.18 | 0.0034 | 0.05 | 0.9262 | 4.2646 | |
hospbin*sample_type2 | B | 6 | 2.2284 | 0.6348 | 30 | 3.51 | 0.0014 | 0.05 | 0.9319 | 3.5250 | |
hospbin*sample_type2 | C | 6 | 3.1910 | 0.7073 | 30 | 4.51 | <.0001 | 0.05 | 1.7464 | 4.6356 | |
hospbin*sample_type2 | A | 9 | 2.2590 | 1.0143 | 30 | 2.23 | 0.0336 | 0.05 | 0.1876 | 4.3304 | |
hospbin*sample_type2 | B | 9 | 2.0723 | 0.7878 | 30 | 2.63 | 0.0133 | 0.05 | 0.4634 | 3.6813 | |
hospbin*sample_type2 | C | 9 | 2.6968 | 0.8778 | 30 | 3.07 | 0.0045 | 0.05 | 0.9041 | 4.4894 | |
age_group*sample_typ | A | 1 | 5.2953 | 0.7896 | 30 | 6.71 | <.0001 | 0.05 | 3.6827 | 6.9079 | |
age_group*sample_typ | B | 1 | 4.2770 | 0.6133 | 30 | 6.97 | <.0001 | 0.05 | 3.0244 | 5.5296 | |
age_group*sample_typ | C | 1 | 5.1481 | 0.6834 | 30 | 7.53 | <.0001 | 0.05 | 3.7525 | 6.5437 | |
age_group*sample_typ | A | 2 | 2.0029 | 1.2233 | 30 | 1.64 | 0.1120 | 0.05 | -0.4954 | 4.5011 | |
age_group*sample_typ | B | 2 | 1.7014 | 0.9502 | 30 | 1.79 | 0.0835 | 0.05 | -0.2391 | 3.6418 | |
age_group*sample_typ | C | 2 | 2.3605 | 1.0586 | 30 | 2.23 | 0.0334 | 0.05 | 0.1985 | 4.5226 | |
age_group*sample_typ | A | 3 | 1.2323 | 0.5422 | 30 | 2.27 | 0.0304 | 0.05 | 0.1251 | 2.3395 | |
age_group*sample_typ | B | 3 | 1.2955 | 0.4211 | 30 | 3.08 | 0.0044 | 0.05 | 0.4355 | 2.1555 | |
age_group*sample_typ | C | 3 | 1.9223 | 0.4692 | 30 | 4.10 | 0.0003 | 0.05 | 0.9641 | 2.8805 | |
hospbi*age_gr*sample | A | 3 | 1 | 8.1524 | 1.4982 | 30 | 5.44 | <.0001 | 0.05 | 5.0927 | 11.2121 |
hospbi*age_gr*sample | B | 3 | 1 | 6.0173 | 1.1637 | 30 | 5.17 | <.0001 | 0.05 | 3.6407 | 8.3939 |
hospbi*age_gr*sample | C | 3 | 1 | 6.9082 | 1.2966 | 30 | 5.33 | <.0001 | 0.05 | 4.2603 | 9.5562 |
hospbi*age_gr*sample | A | 3 | 2 | 1.5775 | 1.8349 | 30 | 0.86 | 0.3968 | 0.05 | -2.1699 | 5.3248 |
hospbi*age_gr*sample | B | 3 | 2 | 1.5158 | 1.4252 | 30 | 1.06 | 0.2960 | 0.05 | -1.3949 | 4.4266 |
hospbi*age_gr*sample | C | 3 | 2 | 1.9214 | 1.5880 | 30 | 1.21 | 0.2357 | 0.05 | -1.3217 | 5.1644 |
hospbi*age_gr*sample | A | 3 | 3 | 1.2983 | 0.9174 | 30 | 1.42 | 0.1673 | 0.05 | -0.5753 | 3.1720 |
hospbi*age_gr*sample | B | 3 | 3 | 1.3862 | 0.7126 | 30 | 1.95 | 0.0612 | 0.05 | -0.06919 | 2.8415 |
hospbi*age_gr*sample | C | 3 | 3 | 1.7999 | 0.7940 | 30 | 2.27 | 0.0308 | 0.05 | 0.1784 | 3.4214 |
hospbi*age_gr*sample | A | 6 | 1 | 4.9560 | 1.2975 | 30 | 3.82 | 0.0006 | 0.05 | 2.3063 | 7.6058 |
hospbi*age_gr*sample | B | 6 | 1 | 4.2316 | 1.0078 | 30 | 4.20 | 0.0002 | 0.05 | 2.1734 | 6.2898 |
hospbi*age_gr*sample | C | 6 | 1 | 5.2476 | 1.1229 | 30 | 4.67 | <.0001 | 0.05 | 2.9544 | 7.5408 |
hospbi*age_gr*sample | A | 6 | 2 | 1.6554 | 1.8349 | 30 | 0.90 | 0.3741 | 0.05 | -2.0919 | 5.4028 |
hospbi*age_gr*sample | B | 6 | 2 | 1.1374 | 1.4252 | 30 | 0.80 | 0.4311 | 0.05 | -1.7734 | 4.0481 |
hospbi*age_gr*sample | C | 6 | 2 | 2.3361 | 1.5880 | 30 | 1.47 | 0.1517 | 0.05 | -0.9070 | 5.5792 |
hospbi*age_gr*sample | A | 6 | 3 | 1.1747 | 0.9808 | 30 | 1.20 | 0.2404 | 0.05 | -0.8284 | 3.1777 |
hospbi*age_gr*sample | B | 6 | 3 | 1.3163 | 0.7618 | 30 | 1.73 | 0.0943 | 0.05 | -0.2395 | 2.8722 |
hospbi*age_gr*sample | C | 6 | 3 | 1.9893 | 0.8488 | 30 | 2.34 | 0.0259 | 0.05 | 0.2558 | 3.7228 |
hospbi*age_gr*sample | A | 9 | 1 | 2.7774 | 1.2975 | 30 | 2.14 | 0.0406 | 0.05 | 0.1276 | 5.4272 |
hospbi*age_gr*sample | B | 9 | 1 | 2.5821 | 1.0078 | 30 | 2.56 | 0.0157 | 0.05 | 0.5239 | 4.6402 |
hospbi*age_gr*sample | C | 9 | 1 | 3.2885 | 1.1229 | 30 | 2.93 | 0.0064 | 0.05 | 0.9953 | 5.5817 |
hospbi*age_gr*sample | A | 9 | 2 | 2.7757 | 2.5949 | 30 | 1.07 | 0.2933 | 0.05 | -2.5238 | 8.0753 |
hospbi*age_gr*sample | B | 9 | 2 | 2.4509 | 2.0156 | 30 | 1.22 | 0.2335 | 0.05 | -1.6655 | 6.5672 |
hospbi*age_gr*sample | C | 9 | 2 | 2.8241 | 2.2457 | 30 | 1.26 | 0.2183 | 0.05 | -1.7623 | 7.4105 |
hospbi*age_gr*sample | A | 9 | 3 | 1.2239 | 0.9174 | 30 | 1.33 | 0.1922 | 0.05 | -0.6498 | 3.0976 |
hospbi*age_gr*sample | B | 9 | 3 | 1.1840 | 0.7126 | 30 | 1.66 | 0.1070 | 0.05 | -0.2713 | 2.6394 |
hospbi*age_gr*sample | C | 9 | 3 | 1.9777 | 0.7940 | 30 | 2.49 | 0.0185 | 0.05 | 0.3562 | 3.5992 |
Differences of Least Squares Means | ||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | _sample_type2 | hospbin | _age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
hospbin | 3 | 6 | 0.7258 | 1.0090 | 30 | 0.72 | 0.4775 | Tukey-Kramer | 0.7541 | 0.05 | -1.3349 | 2.7865 | -1.7617 | 3.2133 | ||||
hospbin | 3 | 9 | 1.0547 | 1.1328 | 30 | 0.93 | 0.3593 | Tukey-Kramer | 0.6252 | 0.05 | -1.2588 | 3.3683 | -1.7380 | 3.8475 | ||||
hospbin | 6 | 9 | 0.3289 | 1.1168 | 30 | 0.29 | 0.7704 | Tukey-Kramer | 0.9534 | 0.05 | -1.9520 | 2.6098 | -2.4244 | 3.0822 | ||||
age_group | 1 | 2 | 2.8852 | 1.2483 | 30 | 2.31 | 0.0279 | Tukey-Kramer | 0.0695 | 0.05 | 0.3358 | 5.4346 | -0.1922 | 5.9626 | ||||
age_group | 1 | 3 | 3.4234 | 0.8212 | 30 | 4.17 | 0.0002 | Tukey-Kramer | 0.0007 | 0.05 | 1.7463 | 5.1006 | 1.3989 | 5.4479 | ||||
age_group | 2 | 3 | 0.5382 | 1.1472 | 30 | 0.47 | 0.6424 | Tukey-Kramer | 0.8862 | 0.05 | -1.8047 | 2.8811 | -2.2899 | 3.3663 | ||||
hospbin*age_group | 3 | 1 | 3 | 2 | 5.3544 | 2.0310 | 30 | 2.64 | 0.0131 | Tukey-Kramer | 0.2140 | 0.05 | 1.2066 | 9.5022 | -1.4240 | 12.1328 | ||
hospbin*age_group | 3 | 1 | 3 | 3 | 5.5312 | 1.5062 | 30 | 3.67 | 0.0009 | Tukey-Kramer | 0.0226 | 0.05 | 2.4550 | 8.6073 | 0.5041 | 10.5582 | ||
hospbin*age_group | 3 | 1 | 6 | 1 | 2.2142 | 1.6993 | 30 | 1.30 | 0.2025 | Tukey-Kramer | 0.9226 | 0.05 | -1.2561 | 5.6845 | -3.4571 | 7.8855 | ||
hospbin*age_group | 3 | 1 | 6 | 2 | 5.3163 | 2.0310 | 30 | 2.62 | 0.0137 | Tukey-Kramer | 0.2213 | 0.05 | 1.1685 | 9.4642 | -1.4621 | 12.0948 | ||
hospbin*age_group | 3 | 1 | 6 | 3 | 5.5325 | 1.5353 | 30 | 3.60 | 0.0011 | Tukey-Kramer | 0.0267 | 0.05 | 2.3971 | 8.6680 | 0.4085 | 10.6566 | ||
hospbin*age_group | 3 | 1 | 9 | 1 | 4.1433 | 1.6993 | 30 | 2.44 | 0.0209 | Tukey-Kramer | 0.3009 | 0.05 | 0.6730 | 7.6136 | -1.5279 | 9.8146 | ||
hospbin*age_group | 3 | 1 | 9 | 2 | 4.3424 | 2.5690 | 30 | 1.69 | 0.1013 | Tukey-Kramer | 0.7474 | 0.05 | -0.9042 | 9.5891 | -4.2317 | 12.9165 | ||
hospbin*age_group | 3 | 1 | 9 | 3 | 5.5641 | 1.5062 | 30 | 3.69 | 0.0009 | Tukey-Kramer | 0.0214 | 0.05 | 2.4880 | 8.6402 | 0.5371 | 10.5911 | ||
hospbin*age_group | 3 | 2 | 3 | 3 | 0.1768 | 1.7589 | 30 | 0.10 | 0.9206 | Tukey-Kramer | 1.0000 | 0.05 | -3.4154 | 3.7689 | -5.6935 | 6.0471 | ||
hospbin*age_group | 3 | 2 | 6 | 1 | -3.1402 | 1.9268 | 30 | -1.63 | 0.1136 | Tukey-Kramer | 0.7814 | 0.05 | -7.0752 | 0.7948 | -9.5708 | 3.2904 | ||
hospbin*age_group | 3 | 2 | 6 | 2 | -0.03807 | 2.2248 | 30 | -0.02 | 0.9865 | Tukey-Kramer | 1.0000 | 0.05 | -4.5818 | 4.5057 | -7.4635 | 7.3873 | ||
hospbin*age_group | 3 | 2 | 6 | 3 | 0.1781 | 1.7838 | 30 | 0.10 | 0.9211 | Tukey-Kramer | 1.0000 | 0.05 | -3.4650 | 3.8212 | -5.7754 | 6.1317 | ||
hospbin*age_group | 3 | 2 | 9 | 1 | -1.2111 | 1.9268 | 30 | -0.63 | 0.5344 | Tukey-Kramer | 0.9993 | 0.05 | -5.1461 | 2.7239 | -7.6417 | 5.2195 | ||
hospbin*age_group | 3 | 2 | 9 | 2 | -1.0120 | 2.7249 | 30 | -0.37 | 0.7130 | Tukey-Kramer | 1.0000 | 0.05 | -6.5769 | 4.5529 | -10.1062 | 8.0822 | ||
hospbin*age_group | 3 | 2 | 9 | 3 | 0.2097 | 1.7589 | 30 | 0.12 | 0.9059 | Tukey-Kramer | 1.0000 | 0.05 | -3.3825 | 3.8018 | -5.6606 | 6.0800 | ||
hospbin*age_group | 3 | 3 | 6 | 1 | -3.3170 | 1.3624 | 30 | -2.43 | 0.0211 | Tukey-Kramer | 0.3027 | 0.05 | -6.0994 | -0.5345 | -7.8641 | 1.2301 | ||
hospbin*age_group | 3 | 3 | 6 | 2 | -0.2148 | 1.7589 | 30 | -0.12 | 0.9036 | Tukey-Kramer | 1.0000 | 0.05 | -3.8070 | 3.3773 | -6.0851 | 5.6555 | ||
hospbin*age_group | 3 | 3 | 6 | 3 | 0.001368 | 1.1515 | 30 | 0.00 | 0.9991 | Tukey-Kramer | 1.0000 | 0.05 | -2.3502 | 2.3530 | -3.8416 | 3.8444 | ||
hospbin*age_group | 3 | 3 | 9 | 1 | -1.3879 | 1.3624 | 30 | -1.02 | 0.3165 | Tukey-Kramer | 0.9809 | 0.05 | -4.1703 | 1.3946 | -5.9350 | 3.1593 | ||
hospbin*age_group | 3 | 3 | 9 | 2 | -1.1888 | 2.3598 | 30 | -0.50 | 0.6181 | Tukey-Kramer | 0.9999 | 0.05 | -6.0081 | 3.6306 | -9.0646 | 6.6871 | ||
hospbin*age_group | 3 | 3 | 9 | 3 | 0.03292 | 1.1124 | 30 | 0.03 | 0.9766 | Tukey-Kramer | 1.0000 | 0.05 | -2.2389 | 2.3048 | -3.6798 | 3.7456 | ||
hospbin*age_group | 6 | 1 | 6 | 2 | 3.1021 | 1.9268 | 30 | 1.61 | 0.1179 | Tukey-Kramer | 0.7920 | 0.05 | -0.8329 | 7.0371 | -3.3285 | 9.5327 | ||
hospbin*age_group | 6 | 1 | 6 | 3 | 3.3183 | 1.3945 | 30 | 2.38 | 0.0239 | Tukey-Kramer | 0.3305 | 0.05 | 0.4704 | 6.1663 | -1.3358 | 7.9725 | ||
hospbin*age_group | 6 | 1 | 9 | 1 | 1.9291 | 1.5732 | 30 | 1.23 | 0.2297 | Tukey-Kramer | 0.9440 | 0.05 | -1.2838 | 5.1420 | -3.3215 | 7.1797 | ||
hospbin*age_group | 6 | 1 | 9 | 2 | 2.1282 | 2.4874 | 30 | 0.86 | 0.3990 | Tukey-Kramer | 0.9937 | 0.05 | -2.9518 | 7.2083 | -6.1736 | 10.4301 | ||
hospbin*age_group | 6 | 1 | 9 | 3 | 3.3499 | 1.3624 | 30 | 2.46 | 0.0199 | Tukey-Kramer | 0.2910 | 0.05 | 0.5674 | 6.1323 | -1.1972 | 7.8970 | ||
hospbin*age_group | 6 | 2 | 6 | 3 | 0.2162 | 1.7838 | 30 | 0.12 | 0.9043 | Tukey-Kramer | 1.0000 | 0.05 | -3.4269 | 3.8593 | -5.7374 | 6.1698 | ||
hospbin*age_group | 6 | 2 | 9 | 1 | -1.1730 | 1.9268 | 30 | -0.61 | 0.5472 | Tukey-Kramer | 0.9994 | 0.05 | -5.1080 | 2.7620 | -7.6036 | 5.2576 | ||
hospbin*age_group | 6 | 2 | 9 | 2 | -0.9739 | 2.7249 | 30 | -0.36 | 0.7233 | Tukey-Kramer | 1.0000 | 0.05 | -6.5388 | 4.5910 | -10.0682 | 8.1203 | ||
hospbin*age_group | 6 | 2 | 9 | 3 | 0.2477 | 1.7589 | 30 | 0.14 | 0.8889 | Tukey-Kramer | 1.0000 | 0.05 | -3.3444 | 3.8399 | -5.6226 | 6.1180 | ||
hospbin*age_group | 6 | 3 | 9 | 1 | -1.3892 | 1.3945 | 30 | -1.00 | 0.3271 | Tukey-Kramer | 0.9834 | 0.05 | -4.2372 | 1.4587 | -6.0434 | 3.2649 | ||
hospbin*age_group | 6 | 3 | 9 | 2 | -1.1901 | 2.3785 | 30 | -0.50 | 0.6205 | Tukey-Kramer | 0.9999 | 0.05 | -6.0476 | 3.6673 | -9.1282 | 6.7480 | ||
hospbin*age_group | 6 | 3 | 9 | 3 | 0.03155 | 1.1515 | 30 | 0.03 | 0.9783 | Tukey-Kramer | 1.0000 | 0.05 | -2.3201 | 2.3832 | -3.8115 | 3.8746 | ||
hospbin*age_group | 9 | 1 | 9 | 2 | 0.1991 | 2.4874 | 30 | 0.08 | 0.9367 | Tukey-Kramer | 1.0000 | 0.05 | -4.8809 | 5.2792 | -8.1028 | 8.5010 | ||
hospbin*age_group | 9 | 1 | 9 | 3 | 1.4208 | 1.3624 | 30 | 1.04 | 0.3054 | Tukey-Kramer | 0.9780 | 0.05 | -1.3617 | 4.2032 | -3.1263 | 5.9679 | ||
hospbin*age_group | 9 | 2 | 9 | 3 | 1.2217 | 2.3598 | 30 | 0.52 | 0.6085 | Tukey-Kramer | 0.9998 | 0.05 | -3.5977 | 6.0410 | -6.6542 | 9.0975 | ||
sample_type2 | A | B | 0.4189 | 0.1850 | 30 | 2.26 | 0.0310 | Tukey-Kramer | 0.0767 | 0.05 | 0.04105 | 0.7967 | -0.03719 | 0.8749 | ||||
sample_type2 | A | C | -0.3002 | 0.2449 | 30 | -1.23 | 0.2299 | Tukey-Kramer | 0.4478 | 0.05 | -0.8004 | 0.2001 | -0.9040 | 0.3037 | ||||
sample_type2 | B | C | -0.7190 | 0.1551 | 30 | -4.64 | <.0001 | Tukey-Kramer | 0.0002 | 0.05 | -1.0357 | -0.4023 | -1.1013 | -0.3367 | ||||
hospbin*sample_type2 | A | 3 | B | 3 | 0.7029 | 0.3025 | 30 | 2.32 | 0.0271 | Tukey-Kramer | 0.3601 | 0.05 | 0.08521 | 1.3207 | -0.3066 | 1.7125 | ||
hospbin*sample_type2 | A | 3 | C | 3 | 0.1329 | 0.4005 | 30 | 0.33 | 0.7423 | Tukey-Kramer | 1.0000 | 0.05 | -0.6850 | 0.9508 | -1.2037 | 1.4695 | ||
hospbin*sample_type2 | A | 3 | A | 6 | 1.0807 | 1.1769 | 30 | 0.92 | 0.3658 | Tukey-Kramer | 0.9901 | 0.05 | -1.3228 | 3.4842 | -2.8472 | 5.0085 | ||
hospbin*sample_type2 | A | 3 | B | 6 | 1.4476 | 1.0583 | 30 | 1.37 | 0.1815 | Tukey-Kramer | 0.9010 | 0.05 | -0.7138 | 3.6090 | -2.0845 | 4.9798 | ||
hospbin*sample_type2 | A | 3 | C | 6 | 0.4850 | 1.1033 | 30 | 0.44 | 0.6634 | Tukey-Kramer | 0.9999 | 0.05 | -1.7683 | 2.7383 | -3.1973 | 4.1674 | ||
hospbin*sample_type2 | A | 3 | A | 9 | 1.4170 | 1.3213 | 30 | 1.07 | 0.2921 | Tukey-Kramer | 0.9740 | 0.05 | -1.2814 | 4.1154 | -2.9927 | 5.8268 | ||
hospbin*sample_type2 | A | 3 | B | 9 | 1.6037 | 1.1566 | 30 | 1.39 | 0.1758 | Tukey-Kramer | 0.8942 | 0.05 | -0.7583 | 3.9658 | -2.2564 | 5.4638 | ||
hospbin*sample_type2 | A | 3 | C | 9 | 0.9793 | 1.2196 | 30 | 0.80 | 0.4283 | Tukey-Kramer | 0.9959 | 0.05 | -1.5115 | 3.4701 | -3.0912 | 5.0498 | ||
hospbin*sample_type2 | B | 3 | C | 3 | -0.5701 | 0.2536 | 30 | -2.25 | 0.0321 | Tukey-Kramer | 0.4026 | 0.05 | -1.0879 | -0.05222 | -1.4163 | 0.2762 | ||
hospbin*sample_type2 | B | 3 | A | 6 | 0.3777 | 1.0491 | 30 | 0.36 | 0.7213 | Tukey-Kramer | 1.0000 | 0.05 | -1.7648 | 2.5203 | -3.1237 | 3.8791 | ||
hospbin*sample_type2 | B | 3 | B | 6 | 0.7447 | 0.9141 | 30 | 0.81 | 0.4217 | Tukey-Kramer | 0.9955 | 0.05 | -1.1222 | 2.6116 | -2.3062 | 3.7955 | ||
hospbin*sample_type2 | B | 3 | C | 6 | -0.2179 | 0.9659 | 30 | -0.23 | 0.8230 | Tukey-Kramer | 1.0000 | 0.05 | -2.1905 | 1.7547 | -3.4415 | 3.0057 | ||
hospbin*sample_type2 | B | 3 | A | 9 | 0.7141 | 1.2089 | 30 | 0.59 | 0.5591 | Tukey-Kramer | 0.9995 | 0.05 | -1.7547 | 3.1829 | -3.3205 | 4.7487 | ||
hospbin*sample_type2 | B | 3 | B | 9 | 0.9008 | 1.0263 | 30 | 0.88 | 0.3871 | Tukey-Kramer | 0.9926 | 0.05 | -1.1952 | 2.9967 | -2.5244 | 4.3260 | ||
hospbin*sample_type2 | B | 3 | C | 9 | 0.2763 | 1.0969 | 30 | 0.25 | 0.8028 | Tukey-Kramer | 1.0000 | 0.05 | -1.9637 | 2.5164 | -3.3844 | 3.9371 | ||
hospbin*sample_type2 | C | 3 | A | 6 | 0.9478 | 1.0977 | 30 | 0.86 | 0.3948 | Tukey-Kramer | 0.9934 | 0.05 | -1.2941 | 3.1897 | -2.7159 | 4.6115 | ||
hospbin*sample_type2 | C | 3 | B | 6 | 1.3147 | 0.9696 | 30 | 1.36 | 0.1852 | Tukey-Kramer | 0.9052 | 0.05 | -0.6654 | 3.2948 | -1.9212 | 4.5506 | ||
hospbin*sample_type2 | C | 3 | C | 6 | 0.3522 | 1.0185 | 30 | 0.35 | 0.7319 | Tukey-Kramer | 1.0000 | 0.05 | -1.7279 | 2.4322 | -3.0471 | 3.7514 | ||
hospbin*sample_type2 | C | 3 | A | 9 | 1.2842 | 1.2513 | 30 | 1.03 | 0.3130 | Tukey-Kramer | 0.9800 | 0.05 | -1.2713 | 3.8397 | -2.8921 | 5.4604 | ||
hospbin*sample_type2 | C | 3 | B | 9 | 1.4708 | 1.0760 | 30 | 1.37 | 0.1818 | Tukey-Kramer | 0.9013 | 0.05 | -0.7266 | 3.6682 | -2.1202 | 5.0619 | ||
hospbin*sample_type2 | C | 3 | C | 9 | 0.8464 | 1.1435 | 30 | 0.74 | 0.4649 | Tukey-Kramer | 0.9977 | 0.05 | -1.4889 | 3.1817 | -2.9699 | 4.6627 | ||
hospbin*sample_type2 | A | 6 | B | 6 | 0.3669 | 0.2920 | 30 | 1.26 | 0.2185 | Tukey-Kramer | 0.9360 | 0.05 | -0.2293 | 0.9632 | -0.6075 | 1.3414 | ||
hospbin*sample_type2 | A | 6 | C | 6 | -0.5956 | 0.3866 | 30 | -1.54 | 0.1338 | Tukey-Kramer | 0.8274 | 0.05 | -1.3851 | 0.1938 | -1.8858 | 0.6945 | ||
hospbin*sample_type2 | A | 6 | A | 9 | 0.3364 | 1.3026 | 30 | 0.26 | 0.7980 | Tukey-Kramer | 1.0000 | 0.05 | -2.3239 | 2.9966 | -4.0111 | 4.6838 | ||
hospbin*sample_type2 | A | 6 | B | 9 | 0.5231 | 1.1352 | 30 | 0.46 | 0.6483 | Tukey-Kramer | 0.9999 | 0.05 | -1.7953 | 2.8415 | -3.2657 | 4.3118 | ||
hospbin*sample_type2 | A | 6 | C | 9 | -0.1014 | 1.1994 | 30 | -0.08 | 0.9332 | Tukey-Kramer | 1.0000 | 0.05 | -2.5509 | 2.3481 | -4.1043 | 3.9016 | ||
hospbin*sample_type2 | B | 6 | C | 6 | -0.9626 | 0.2447 | 30 | -3.93 | 0.0005 | Tukey-Kramer | 0.0118 | 0.05 | -1.4624 | -0.4627 | -1.7794 | -0.1457 | ||
hospbin*sample_type2 | B | 6 | A | 9 | -0.03057 | 1.1966 | 30 | -0.03 | 0.9798 | Tukey-Kramer | 1.0000 | 0.05 | -2.4743 | 2.4132 | -4.0241 | 3.9630 | ||
hospbin*sample_type2 | B | 6 | B | 9 | 0.1561 | 1.0118 | 30 | 0.15 | 0.8784 | Tukey-Kramer | 1.0000 | 0.05 | -1.9102 | 2.2225 | -3.2207 | 3.5329 | ||
hospbin*sample_type2 | B | 6 | C | 9 | -0.4683 | 1.0833 | 30 | -0.43 | 0.6686 | Tukey-Kramer | 1.0000 | 0.05 | -2.6807 | 1.7441 | -4.0838 | 3.1472 | ||
hospbin*sample_type2 | C | 6 | A | 9 | 0.9320 | 1.2366 | 30 | 0.75 | 0.4569 | Tukey-Kramer | 0.9974 | 0.05 | -1.5934 | 3.4574 | -3.1950 | 5.0590 | ||
hospbin*sample_type2 | C | 6 | B | 9 | 1.1187 | 1.0588 | 30 | 1.06 | 0.2991 | Tukey-Kramer | 0.9762 | 0.05 | -1.0436 | 3.2810 | -2.4150 | 4.6523 | ||
hospbin*sample_type2 | C | 6 | C | 9 | 0.4942 | 1.1273 | 30 | 0.44 | 0.6642 | Tukey-Kramer | 0.9999 | 0.05 | -1.8080 | 2.7965 | -3.2682 | 4.2566 | ||
hospbin*sample_type2 | A | 9 | B | 9 | 0.1867 | 0.3623 | 30 | 0.52 | 0.6101 | Tukey-Kramer | 0.9998 | 0.05 | -0.5533 | 0.9266 | -1.0225 | 1.3959 | ||
hospbin*sample_type2 | A | 9 | C | 9 | -0.4378 | 0.4797 | 30 | -0.91 | 0.3688 | Tukey-Kramer | 0.9905 | 0.05 | -1.4175 | 0.5419 | -2.0388 | 1.1633 | ||
hospbin*sample_type2 | B | 9 | C | 9 | -0.6244 | 0.3037 | 30 | -2.06 | 0.0486 | Tukey-Kramer | 0.5195 | 0.05 | -1.2447 | -0.00415 | -1.6381 | 0.3892 | ||
age_group*sample_typ | A | 1 | B | 1 | 1.0183 | 0.2821 | 30 | 3.61 | 0.0011 | Tukey-Kramer | 0.0263 | 0.05 | 0.4422 | 1.5943 | 0.07690 | 1.9596 | ||
age_group*sample_typ | A | 1 | C | 1 | 0.1471 | 0.3735 | 30 | 0.39 | 0.6964 | Tukey-Kramer | 1.0000 | 0.05 | -0.6156 | 0.9098 | -1.0993 | 1.3935 | ||
age_group*sample_typ | A | 1 | A | 2 | 3.2924 | 1.4560 | 30 | 2.26 | 0.0312 | Tukey-Kramer | 0.3951 | 0.05 | 0.3189 | 6.2659 | -1.5669 | 8.1517 | ||
age_group*sample_typ | A | 1 | B | 2 | 3.5939 | 1.2354 | 30 | 2.91 | 0.0068 | Tukey-Kramer | 0.1266 | 0.05 | 1.0708 | 6.1170 | -0.5293 | 7.7172 | ||
age_group*sample_typ | A | 1 | C | 2 | 2.9347 | 1.3207 | 30 | 2.22 | 0.0340 | Tukey-Kramer | 0.4178 | 0.05 | 0.2375 | 5.6320 | -1.4730 | 7.3425 | ||
age_group*sample_typ | A | 1 | A | 3 | 4.0630 | 0.9578 | 30 | 4.24 | 0.0002 | Tukey-Kramer | 0.0053 | 0.05 | 2.1068 | 6.0191 | 0.8662 | 7.2597 | ||
age_group*sample_typ | A | 1 | B | 3 | 3.9998 | 0.8949 | 30 | 4.47 | 0.0001 | Tukey-Kramer | 0.0029 | 0.05 | 2.1721 | 5.8274 | 1.0131 | 6.9864 | ||
age_group*sample_typ | A | 1 | C | 3 | 3.3730 | 0.9185 | 30 | 3.67 | 0.0009 | Tukey-Kramer | 0.0226 | 0.05 | 1.4972 | 5.2488 | 0.3075 | 6.4384 | ||
age_group*sample_typ | B | 1 | C | 1 | -0.8711 | 0.2364 | 30 | -3.68 | 0.0009 | Tukey-Kramer | 0.0219 | 0.05 | -1.3540 | -0.3882 | -1.6603 | -0.08198 | ||
age_group*sample_typ | B | 1 | A | 2 | 2.2741 | 1.3684 | 30 | 1.66 | 0.1070 | Tukey-Kramer | 0.7636 | 0.05 | -0.5205 | 5.0688 | -2.2929 | 6.8412 | ||
age_group*sample_typ | B | 1 | B | 2 | 2.5756 | 1.1309 | 30 | 2.28 | 0.0301 | Tukey-Kramer | 0.3859 | 0.05 | 0.2660 | 4.8853 | -1.1988 | 6.3501 | ||
age_group*sample_typ | B | 1 | C | 2 | 1.9165 | 1.2235 | 30 | 1.57 | 0.1277 | Tukey-Kramer | 0.8147 | 0.05 | -0.5822 | 4.4152 | -2.1669 | 5.9998 | ||
age_group*sample_typ | B | 1 | A | 3 | 3.0447 | 0.8186 | 30 | 3.72 | 0.0008 | Tukey-Kramer | 0.0201 | 0.05 | 1.3729 | 4.7165 | 0.3126 | 5.7767 | ||
age_group*sample_typ | B | 1 | B | 3 | 2.9815 | 0.7440 | 30 | 4.01 | 0.0004 | Tukey-Kramer | 0.0097 | 0.05 | 1.4621 | 4.5009 | 0.4985 | 5.4645 | ||
age_group*sample_typ | B | 1 | C | 3 | 2.3547 | 0.7722 | 30 | 3.05 | 0.0048 | Tukey-Kramer | 0.0946 | 0.05 | 0.7776 | 3.9318 | -0.2225 | 4.9320 | ||
age_group*sample_typ | C | 1 | A | 2 | 3.1453 | 1.4012 | 30 | 2.24 | 0.0323 | Tukey-Kramer | 0.4047 | 0.05 | 0.2836 | 6.0069 | -1.5312 | 7.8217 | ||
age_group*sample_typ | C | 1 | B | 2 | 3.4468 | 1.1704 | 30 | 2.95 | 0.0062 | Tukey-Kramer | 0.1177 | 0.05 | 1.0566 | 5.8370 | -0.4593 | 7.3529 | ||
age_group*sample_typ | C | 1 | C | 2 | 2.7876 | 1.2600 | 30 | 2.21 | 0.0347 | Tukey-Kramer | 0.4236 | 0.05 | 0.2143 | 5.3610 | -1.4178 | 6.9930 | ||
age_group*sample_typ | C | 1 | A | 3 | 3.9158 | 0.8723 | 30 | 4.49 | <.0001 | Tukey-Kramer | 0.0028 | 0.05 | 2.1344 | 5.6973 | 1.0045 | 6.8271 | ||
age_group*sample_typ | C | 1 | B | 3 | 3.8526 | 0.8027 | 30 | 4.80 | <.0001 | Tukey-Kramer | 0.0012 | 0.05 | 2.2133 | 5.4919 | 1.1737 | 6.5316 | ||
age_group*sample_typ | C | 1 | C | 3 | 3.2258 | 0.8289 | 30 | 3.89 | 0.0005 | Tukey-Kramer | 0.0131 | 0.05 | 1.5329 | 4.9187 | 0.4593 | 5.9924 | ||
age_group*sample_typ | A | 2 | B | 2 | 0.3015 | 0.4370 | 30 | 0.69 | 0.4955 | Tukey-Kramer | 0.9986 | 0.05 | -0.5909 | 1.1939 | -1.1568 | 1.7599 | ||
age_group*sample_typ | A | 2 | C | 2 | -0.3576 | 0.5786 | 30 | -0.62 | 0.5411 | Tukey-Kramer | 0.9994 | 0.05 | -1.5392 | 0.8239 | -2.2886 | 1.5733 | ||
age_group*sample_typ | A | 2 | A | 3 | 0.7706 | 1.3380 | 30 | 0.58 | 0.5690 | Tukey-Kramer | 0.9996 | 0.05 | -1.9620 | 3.5032 | -3.6951 | 5.2362 | ||
age_group*sample_typ | A | 2 | B | 3 | 0.7074 | 1.2937 | 30 | 0.55 | 0.5886 | Tukey-Kramer | 0.9997 | 0.05 | -1.9348 | 3.3495 | -3.6104 | 5.0251 | ||
age_group*sample_typ | A | 2 | C | 3 | 0.08058 | 1.3102 | 30 | 0.06 | 0.9514 | Tukey-Kramer | 1.0000 | 0.05 | -2.5951 | 2.7563 | -4.2921 | 4.4532 | ||
age_group*sample_typ | B | 2 | C | 2 | -0.6592 | 0.3663 | 30 | -1.80 | 0.0820 | Tukey-Kramer | 0.6821 | 0.05 | -1.4073 | 0.08894 | -1.8817 | 0.5634 | ||
age_group*sample_typ | B | 2 | A | 3 | 0.4690 | 1.0939 | 30 | 0.43 | 0.6712 | Tukey-Kramer | 1.0000 | 0.05 | -1.7651 | 2.7032 | -3.1820 | 4.1201 | ||
age_group*sample_typ | B | 2 | B | 3 | 0.4058 | 1.0393 | 30 | 0.39 | 0.6989 | Tukey-Kramer | 1.0000 | 0.05 | -1.7167 | 2.5284 | -3.0628 | 3.8745 | ||
age_group*sample_typ | B | 2 | C | 3 | -0.2209 | 1.0597 | 30 | -0.21 | 0.8363 | Tukey-Kramer | 1.0000 | 0.05 | -2.3851 | 1.9432 | -3.7576 | 3.3158 | ||
age_group*sample_typ | C | 2 | A | 3 | 1.1282 | 1.1894 | 30 | 0.95 | 0.3504 | Tukey-Kramer | 0.9878 | 0.05 | -1.3009 | 3.5573 | -2.8414 | 5.0978 | ||
age_group*sample_typ | C | 2 | B | 3 | 1.0650 | 1.1393 | 30 | 0.93 | 0.3574 | Tukey-Kramer | 0.9889 | 0.05 | -1.2618 | 3.3918 | -2.7375 | 4.8675 | ||
age_group*sample_typ | C | 2 | C | 3 | 0.4382 | 1.1580 | 30 | 0.38 | 0.7078 | Tukey-Kramer | 1.0000 | 0.05 | -1.9266 | 2.8031 | -3.4265 | 4.3029 | ||
age_group*sample_typ | A | 3 | B | 3 | -0.06321 | 0.1937 | 30 | -0.33 | 0.7464 | Tukey-Kramer | 1.0000 | 0.05 | -0.4587 | 0.3323 | -0.7096 | 0.5831 | ||
age_group*sample_typ | A | 3 | C | 3 | -0.6900 | 0.2564 | 30 | -2.69 | 0.0115 | Tukey-Kramer | 0.1936 | 0.05 | -1.2137 | -0.1663 | -1.5458 | 0.1658 | ||
age_group*sample_typ | B | 3 | C | 3 | -0.6268 | 0.1623 | 30 | -3.86 | 0.0006 | Tukey-Kramer | 0.0141 | 0.05 | -0.9583 | -0.2952 | -1.1686 | -0.08494 | ||
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 1 | 2.1351 | 0.5352 | 30 | 3.99 | 0.0004 | Tukey-Kramer | 0.0587 | 0.05 | 1.0421 | 3.2280 | -0.03769 | 4.3078 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 1 | 1.2441 | 0.7086 | 30 | 1.76 | 0.0893 | Tukey-Kramer | 0.9849 | 0.05 | -0.2030 | 2.6913 | -1.6327 | 4.1209 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 2 | 6.5749 | 2.3688 | 30 | 2.78 | 0.0094 | Tukey-Kramer | 0.5356 | 0.05 | 1.7371 | 11.4127 | -3.0424 | 16.1923 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 2 | 6.6365 | 2.0678 | 30 | 3.21 | 0.0032 | Tukey-Kramer | 0.2828 | 0.05 | 2.4135 | 10.8596 | -1.7587 | 15.0317 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 2 | 6.2310 | 2.1832 | 30 | 2.85 | 0.0078 | Tukey-Kramer | 0.4848 | 0.05 | 1.7724 | 10.6896 | -2.6325 | 15.0945 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 3 | 6.8540 | 1.7568 | 30 | 3.90 | 0.0005 | Tukey-Kramer | 0.0716 | 0.05 | 3.2662 | 10.4419 | -0.2784 | 13.9865 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 3 | 6.7662 | 1.6590 | 30 | 4.08 | 0.0003 | Tukey-Kramer | 0.0479 | 0.05 | 3.3780 | 10.1544 | 0.03064 | 13.5018 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 3 | 6.3525 | 1.6956 | 30 | 3.75 | 0.0008 | Tukey-Kramer | 0.1003 | 0.05 | 2.8896 | 9.8153 | -0.5315 | 13.2364 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 1 | 3.1963 | 1.9819 | 30 | 1.61 | 0.1173 | Tukey-Kramer | 0.9945 | 0.05 | -0.8513 | 7.2439 | -4.8501 | 11.2428 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 1 | 3.9207 | 1.8056 | 30 | 2.17 | 0.0379 | Tukey-Kramer | 0.8867 | 0.05 | 0.2332 | 7.6083 | -3.4099 | 11.2514 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 1 | 2.9047 | 1.8723 | 30 | 1.55 | 0.1313 | Tukey-Kramer | 0.9967 | 0.05 | -0.9189 | 6.7284 | -4.6966 | 10.5060 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 2 | 6.4969 | 2.3688 | 30 | 2.74 | 0.0102 | Tukey-Kramer | 0.5572 | 0.05 | 1.6591 | 11.3347 | -3.1204 | 16.1143 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 2 | 7.0150 | 2.0678 | 30 | 3.39 | 0.0020 | Tukey-Kramer | 0.2039 | 0.05 | 2.7920 | 11.2381 | -1.3802 | 15.4102 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 2 | 5.8163 | 2.1832 | 30 | 2.66 | 0.0123 | Tukey-Kramer | 0.6090 | 0.05 | 1.3577 | 10.2749 | -3.0473 | 14.6798 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 3 | 6.9777 | 1.7907 | 30 | 3.90 | 0.0005 | Tukey-Kramer | 0.0723 | 0.05 | 3.3207 | 10.6347 | -0.2923 | 14.2477 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 3 | 6.8360 | 1.6808 | 30 | 4.07 | 0.0003 | Tukey-Kramer | 0.0492 | 0.05 | 3.4035 | 10.2686 | 0.01227 | 13.6598 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 3 | 6.1631 | 1.7219 | 30 | 3.58 | 0.0012 | Tukey-Kramer | 0.1418 | 0.05 | 2.6464 | 9.6797 | -0.8278 | 13.1540 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 1 | 5.3750 | 1.9819 | 30 | 2.71 | 0.0110 | Tukey-Kramer | 0.5774 | 0.05 | 1.3274 | 9.4226 | -2.6715 | 13.4214 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 1 | 5.5703 | 1.8056 | 30 | 3.09 | 0.0043 | Tukey-Kramer | 0.3468 | 0.05 | 1.8828 | 9.2578 | -1.7603 | 12.9010 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 1 | 4.8638 | 1.8723 | 30 | 2.60 | 0.0144 | Tukey-Kramer | 0.6525 | 0.05 | 1.0402 | 8.6875 | -2.7375 | 12.4651 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 2 | 5.3766 | 2.9964 | 30 | 1.79 | 0.0828 | Tukey-Kramer | 0.9808 | 0.05 | -0.7428 | 11.4961 | -6.7885 | 17.5418 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 2 | 5.7015 | 2.5114 | 30 | 2.27 | 0.0305 | Tukey-Kramer | 0.8430 | 0.05 | 0.5725 | 10.8305 | -4.4947 | 15.8977 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 2 | 5.3283 | 2.6996 | 30 | 1.97 | 0.0577 | Tukey-Kramer | 0.9497 | 0.05 | -0.1850 | 10.8416 | -5.6319 | 16.2885 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 3 | 6.9285 | 1.7568 | 30 | 3.94 | 0.0004 | Tukey-Kramer | 0.0651 | 0.05 | 3.3406 | 10.5163 | -0.2040 | 14.0609 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 3 | 6.9683 | 1.6590 | 30 | 4.20 | 0.0002 | Tukey-Kramer | 0.0360 | 0.05 | 3.5801 | 10.3565 | 0.2327 | 13.7039 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 3 | 6.1747 | 1.6956 | 30 | 3.64 | 0.0010 | Tukey-Kramer | 0.1249 | 0.05 | 2.7119 | 9.6375 | -0.7093 | 13.0586 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 1 | -0.8909 | 0.4486 | 30 | -1.99 | 0.0563 | Tukey-Kramer | 0.9467 | 0.05 | -1.8072 | 0.02530 | -2.7123 | 0.9305 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 2 | 4.4398 | 2.1728 | 30 | 2.04 | 0.0499 | Tukey-Kramer | 0.9312 | 0.05 | 0.002415 | 8.8773 | -4.3816 | 13.2613 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 2 | 4.5015 | 1.8400 | 30 | 2.45 | 0.0205 | Tukey-Kramer | 0.7474 | 0.05 | 0.7437 | 8.2592 | -2.9687 | 11.9716 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 2 | 4.0959 | 1.9687 | 30 | 2.08 | 0.0461 | Tukey-Kramer | 0.9197 | 0.05 | 0.07528 | 8.1166 | -3.8969 | 12.0888 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 3 | 4.7190 | 1.4819 | 30 | 3.18 | 0.0034 | Tukey-Kramer | 0.2950 | 0.05 | 1.6926 | 7.7453 | -1.2973 | 10.7352 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 3 | 4.6311 | 1.3646 | 30 | 3.39 | 0.0020 | Tukey-Kramer | 0.2033 | 0.05 | 1.8443 | 7.4179 | -0.9089 | 10.1712 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 3 | 4.2174 | 1.4088 | 30 | 2.99 | 0.0055 | Tukey-Kramer | 0.3988 | 0.05 | 1.3403 | 7.0945 | -1.5021 | 9.9369 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 1 | 1.0613 | 1.7429 | 30 | 0.61 | 0.5472 | Tukey-Kramer | 1.0000 | 0.05 | -2.4982 | 4.6207 | -6.0147 | 8.1372 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 1 | 1.7857 | 1.5394 | 30 | 1.16 | 0.2552 | Tukey-Kramer | 1.0000 | 0.05 | -1.3583 | 4.9296 | -4.4643 | 8.0357 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 1 | 0.7697 | 1.6171 | 30 | 0.48 | 0.6376 | Tukey-Kramer | 1.0000 | 0.05 | -2.5329 | 4.0722 | -5.7957 | 7.3350 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 2 | 4.3619 | 2.1728 | 30 | 2.01 | 0.0538 | Tukey-Kramer | 0.9412 | 0.05 | -0.07558 | 8.7993 | -4.4596 | 13.1833 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 2 | 4.8799 | 1.8400 | 30 | 2.65 | 0.0127 | Tukey-Kramer | 0.6169 | 0.05 | 1.1222 | 8.6377 | -2.5902 | 12.3501 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 2 | 3.6812 | 1.9687 | 30 | 1.87 | 0.0713 | Tukey-Kramer | 0.9703 | 0.05 | -0.3394 | 7.7019 | -4.3117 | 11.6741 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 3 | 4.8426 | 1.5219 | 30 | 3.18 | 0.0034 | Tukey-Kramer | 0.2962 | 0.05 | 1.7345 | 7.9507 | -1.3362 | 11.0214 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 3 | 4.7010 | 1.3909 | 30 | 3.38 | 0.0020 | Tukey-Kramer | 0.2087 | 0.05 | 1.8604 | 7.5415 | -0.9460 | 10.3479 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 3 | 4.0280 | 1.4404 | 30 | 2.80 | 0.0089 | Tukey-Kramer | 0.5219 | 0.05 | 1.0864 | 6.9696 | -1.8198 | 9.8758 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 1 | 3.2399 | 1.7429 | 30 | 1.86 | 0.0729 | Tukey-Kramer | 0.9720 | 0.05 | -0.3195 | 6.7993 | -3.8361 | 10.3159 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 1 | 3.4352 | 1.5394 | 30 | 2.23 | 0.0333 | Tukey-Kramer | 0.8611 | 0.05 | 0.2913 | 6.5792 | -2.8148 | 9.6852 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 1 | 2.7288 | 1.6171 | 30 | 1.69 | 0.1019 | Tukey-Kramer | 0.9904 | 0.05 | -0.5738 | 6.0313 | -3.8366 | 9.2941 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 2 | 3.2416 | 2.8439 | 30 | 1.14 | 0.2634 | Tukey-Kramer | 1.0000 | 0.05 | -2.5665 | 9.0496 | -8.3046 | 14.7877 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 2 | 3.5664 | 2.3274 | 30 | 1.53 | 0.1359 | Tukey-Kramer | 0.9972 | 0.05 | -1.1867 | 8.3196 | -5.8827 | 13.0155 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 2 | 3.1932 | 2.5293 | 30 | 1.26 | 0.2165 | Tukey-Kramer | 0.9998 | 0.05 | -1.9723 | 8.3588 | -7.0757 | 13.4621 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 3 | 4.7934 | 1.4819 | 30 | 3.23 | 0.0030 | Tukey-Kramer | 0.2708 | 0.05 | 1.7670 | 7.8197 | -1.2229 | 10.8096 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 3 | 4.8333 | 1.3646 | 30 | 3.54 | 0.0013 | Tukey-Kramer | 0.1528 | 0.05 | 2.0465 | 7.6200 | -0.7068 | 10.3733 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 3 | 4.0396 | 1.4088 | 30 | 2.87 | 0.0075 | Tukey-Kramer | 0.4762 | 0.05 | 1.1625 | 6.9167 | -1.6799 | 9.7591 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 2 | 5.3308 | 2.2468 | 30 | 2.37 | 0.0243 | Tukey-Kramer | 0.7899 | 0.05 | 0.7423 | 9.9193 | -3.7910 | 14.4525 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 2 | 5.3924 | 1.9268 | 30 | 2.80 | 0.0089 | Tukey-Kramer | 0.5205 | 0.05 | 1.4574 | 9.3273 | -2.4301 | 13.2149 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 2 | 4.9869 | 2.0501 | 30 | 2.43 | 0.0212 | Tukey-Kramer | 0.7556 | 0.05 | 0.8001 | 9.1736 | -3.3363 | 13.3100 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 3 | 5.6099 | 1.5883 | 30 | 3.53 | 0.0014 | Tukey-Kramer | 0.1559 | 0.05 | 2.3661 | 8.8537 | -0.8387 | 12.0584 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 3 | 5.5221 | 1.4795 | 30 | 3.73 | 0.0008 | Tukey-Kramer | 0.1033 | 0.05 | 2.5005 | 8.5436 | -0.4846 | 11.5288 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 3 | 5.1083 | 1.5204 | 30 | 3.36 | 0.0021 | Tukey-Kramer | 0.2166 | 0.05 | 2.0033 | 8.2133 | -1.0643 | 11.2809 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 1 | 1.9522 | 1.8343 | 30 | 1.06 | 0.2957 | Tukey-Kramer | 1.0000 | 0.05 | -1.7939 | 5.6983 | -5.4948 | 9.3992 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 1 | 2.6766 | 1.6422 | 30 | 1.63 | 0.1136 | Tukey-Kramer | 0.9937 | 0.05 | -0.6772 | 6.0304 | -3.9905 | 9.3437 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 1 | 1.6606 | 1.7152 | 30 | 0.97 | 0.3407 | Tukey-Kramer | 1.0000 | 0.05 | -1.8423 | 5.1635 | -5.3030 | 8.6242 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 2 | 5.2528 | 2.2468 | 30 | 2.34 | 0.0263 | Tukey-Kramer | 0.8087 | 0.05 | 0.6643 | 9.8413 | -3.8689 | 14.3745 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 2 | 5.7709 | 1.9268 | 30 | 3.00 | 0.0055 | Tukey-Kramer | 0.3979 | 0.05 | 1.8359 | 9.7058 | -2.0516 | 13.5934 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 2 | 4.5721 | 2.0501 | 30 | 2.23 | 0.0334 | Tukey-Kramer | 0.8617 | 0.05 | 0.3854 | 8.7589 | -3.7510 | 12.8953 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 3 | 5.7336 | 1.6257 | 30 | 3.53 | 0.0014 | Tukey-Kramer | 0.1575 | 0.05 | 2.4133 | 9.0538 | -0.8669 | 12.3340 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 3 | 5.5919 | 1.5038 | 30 | 3.72 | 0.0008 | Tukey-Kramer | 0.1064 | 0.05 | 2.5207 | 8.6631 | -0.5135 | 11.6973 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 3 | 4.9189 | 1.5497 | 30 | 3.17 | 0.0035 | Tukey-Kramer | 0.3001 | 0.05 | 1.7540 | 8.0838 | -1.3727 | 11.2106 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 1 | 4.1308 | 1.8343 | 30 | 2.25 | 0.0318 | Tukey-Kramer | 0.8517 | 0.05 | 0.3848 | 7.8769 | -3.3162 | 11.5778 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 1 | 4.3262 | 1.6422 | 30 | 2.63 | 0.0132 | Tukey-Kramer | 0.6286 | 0.05 | 0.9724 | 7.6799 | -2.3410 | 10.9933 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 1 | 3.6197 | 1.7152 | 30 | 2.11 | 0.0433 | Tukey-Kramer | 0.9097 | 0.05 | 0.1168 | 7.1226 | -3.3439 | 10.5833 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 2 | 4.1325 | 2.9008 | 30 | 1.42 | 0.1646 | Tukey-Kramer | 0.9990 | 0.05 | -1.7918 | 10.0568 | -7.6447 | 15.9097 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 2 | 4.4574 | 2.3966 | 30 | 1.86 | 0.0727 | Tukey-Kramer | 0.9719 | 0.05 | -0.4371 | 9.3519 | -5.2727 | 14.1874 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 2 | 4.0842 | 2.5931 | 30 | 1.57 | 0.1257 | Tukey-Kramer | 0.9960 | 0.05 | -1.2117 | 9.3800 | -6.4439 | 14.6122 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 3 | 5.6843 | 1.5883 | 30 | 3.58 | 0.0012 | Tukey-Kramer | 0.1420 | 0.05 | 2.4405 | 8.9281 | -0.7642 | 12.1329 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 3 | 5.7242 | 1.4795 | 30 | 3.87 | 0.0005 | Tukey-Kramer | 0.0769 | 0.05 | 2.7026 | 8.7457 | -0.2825 | 11.7309 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 3 | 4.9305 | 1.5204 | 30 | 3.24 | 0.0029 | Tukey-Kramer | 0.2669 | 0.05 | 1.8255 | 8.0355 | -1.2421 | 11.1031 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 2 | 0.06161 | 0.6554 | 30 | 0.09 | 0.9257 | Tukey-Kramer | 1.0000 | 0.05 | -1.2770 | 1.4002 | -2.5995 | 2.7227 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 2 | -0.3439 | 0.8678 | 30 | -0.40 | 0.6947 | Tukey-Kramer | 1.0000 | 0.05 | -2.1163 | 1.4284 | -3.8673 | 3.1794 |
hospbi*age_gr*sample | A | 3 | 2 | A | 3 | 3 | 0.2791 | 2.0515 | 30 | 0.14 | 0.8927 | Tukey-Kramer | 1.0000 | 0.05 | -3.9105 | 4.4688 | -8.0498 | 8.6080 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 3 | 0.1913 | 1.9684 | 30 | 0.10 | 0.9232 | Tukey-Kramer | 1.0000 | 0.05 | -3.8287 | 4.2113 | -7.8004 | 8.1830 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 3 | -0.2225 | 1.9993 | 30 | -0.11 | 0.9121 | Tukey-Kramer | 1.0000 | 0.05 | -4.3056 | 3.8607 | -8.3396 | 7.8946 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 1 | -3.3786 | 2.2473 | 30 | -1.50 | 0.1432 | Tukey-Kramer | 0.9978 | 0.05 | -7.9681 | 1.2110 | -12.5024 | 5.7452 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 1 | -2.6542 | 2.0934 | 30 | -1.27 | 0.2146 | Tukey-Kramer | 0.9998 | 0.05 | -6.9295 | 1.6212 | -11.1534 | 5.8451 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 1 | -3.6702 | 2.1512 | 30 | -1.71 | 0.0983 | Tukey-Kramer | 0.9891 | 0.05 | -8.0635 | 0.7232 | -12.4039 | 5.0636 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 2 | -0.07799 | 2.5949 | 30 | -0.03 | 0.9762 | Tukey-Kramer | 1.0000 | 0.05 | -5.3776 | 5.2216 | -10.6133 | 10.4573 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 2 | 0.4401 | 2.3234 | 30 | 0.19 | 0.8510 | Tukey-Kramer | 1.0000 | 0.05 | -4.3049 | 5.1851 | -8.9927 | 9.8729 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 2 | -0.7586 | 2.4266 | 30 | -0.31 | 0.7567 | Tukey-Kramer | 1.0000 | 0.05 | -5.7145 | 4.1972 | -10.6106 | 9.0933 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 3 | 0.4028 | 2.0806 | 30 | 0.19 | 0.8478 | Tukey-Kramer | 1.0000 | 0.05 | -3.8463 | 4.6519 | -8.0442 | 8.8498 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 3 | 0.2611 | 1.9868 | 30 | 0.13 | 0.8963 | Tukey-Kramer | 1.0000 | 0.05 | -3.7964 | 4.3186 | -7.8050 | 8.3272 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 3 | -0.4118 | 2.0217 | 30 | -0.20 | 0.8400 | Tukey-Kramer | 1.0000 | 0.05 | -4.5407 | 3.7170 | -8.6199 | 7.7962 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 1 | -1.1999 | 2.2473 | 30 | -0.53 | 0.5973 | Tukey-Kramer | 1.0000 | 0.05 | -5.7895 | 3.3896 | -10.3238 | 7.9239 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 1 | -1.0046 | 2.0934 | 30 | -0.48 | 0.6348 | Tukey-Kramer | 1.0000 | 0.05 | -5.2800 | 3.2708 | -9.5039 | 7.4946 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 1 | -1.7111 | 2.1512 | 30 | -0.80 | 0.4326 | Tukey-Kramer | 1.0000 | 0.05 | -6.1044 | 2.6823 | -10.4448 | 7.0227 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 2 | -1.1983 | 3.1781 | 30 | -0.38 | 0.7088 | Tukey-Kramer | 1.0000 | 0.05 | -7.6889 | 5.2923 | -14.1013 | 11.7048 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 2 | -0.8734 | 2.7257 | 30 | -0.32 | 0.7509 | Tukey-Kramer | 1.0000 | 0.05 | -6.4400 | 4.6932 | -11.9396 | 10.1928 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 2 | -1.2466 | 2.9000 | 30 | -0.43 | 0.6704 | Tukey-Kramer | 1.0000 | 0.05 | -7.1693 | 4.6760 | -13.0206 | 10.5273 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 3 | 0.3535 | 2.0515 | 30 | 0.17 | 0.8643 | Tukey-Kramer | 1.0000 | 0.05 | -3.8361 | 4.5432 | -7.9753 | 8.6824 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 3 | 0.3934 | 1.9684 | 30 | 0.20 | 0.8429 | Tukey-Kramer | 1.0000 | 0.05 | -3.6266 | 4.4134 | -7.5983 | 8.3851 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 3 | -0.4002 | 1.9993 | 30 | -0.20 | 0.8427 | Tukey-Kramer | 1.0000 | 0.05 | -4.4834 | 3.6829 | -8.5173 | 7.7169 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 2 | -0.4055 | 0.5495 | 30 | -0.74 | 0.4662 | Tukey-Kramer | 1.0000 | 0.05 | -1.5277 | 0.7166 | -2.6363 | 1.8252 |
hospbi*age_gr*sample | B | 3 | 2 | A | 3 | 3 | 0.2175 | 1.6950 | 30 | 0.13 | 0.8987 | Tukey-Kramer | 1.0000 | 0.05 | -3.2441 | 3.6791 | -6.6641 | 7.0991 |
hospbi*age_gr*sample | B | 3 | 2 | B | 3 | 3 | 0.1297 | 1.5935 | 30 | 0.08 | 0.9357 | Tukey-Kramer | 1.0000 | 0.05 | -3.1246 | 3.3840 | -6.3397 | 6.5990 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 3 | -0.2841 | 1.6315 | 30 | -0.17 | 0.8629 | Tukey-Kramer | 1.0000 | 0.05 | -3.6160 | 3.0478 | -6.9077 | 6.3396 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 1 | -3.4402 | 1.9274 | 30 | -1.78 | 0.0844 | Tukey-Kramer | 0.9818 | 0.05 | -7.3764 | 0.4960 | -11.2652 | 4.3848 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 1 | -2.7158 | 1.7455 | 30 | -1.56 | 0.1302 | Tukey-Kramer | 0.9966 | 0.05 | -6.2807 | 0.8491 | -9.8026 | 4.3710 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 1 | -3.7318 | 1.8144 | 30 | -2.06 | 0.0485 | Tukey-Kramer | 0.9272 | 0.05 | -7.4373 | -0.02625 | -11.0982 | 3.6346 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 2 | -0.1396 | 2.3234 | 30 | -0.06 | 0.9525 | Tukey-Kramer | 1.0000 | 0.05 | -4.8846 | 4.6054 | -9.5724 | 9.2932 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 2 | 0.3785 | 2.0156 | 30 | 0.19 | 0.8523 | Tukey-Kramer | 1.0000 | 0.05 | -3.7379 | 4.4949 | -7.8047 | 8.5617 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 2 | -0.8203 | 2.1338 | 30 | -0.38 | 0.7034 | Tukey-Kramer | 1.0000 | 0.05 | -5.1780 | 3.5375 | -9.4832 | 7.8427 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 3 | 0.3412 | 1.7301 | 30 | 0.20 | 0.8450 | Tukey-Kramer | 1.0000 | 0.05 | -3.1922 | 3.8745 | -6.6829 | 7.3653 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 3 | 0.1995 | 1.6161 | 30 | 0.12 | 0.9026 | Tukey-Kramer | 1.0000 | 0.05 | -3.1009 | 3.4999 | -6.3616 | 6.7606 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 3 | -0.4734 | 1.6588 | 30 | -0.29 | 0.7773 | Tukey-Kramer | 1.0000 | 0.05 | -3.8613 | 2.9144 | -7.2083 | 6.2614 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 1 | -1.2615 | 1.9274 | 30 | -0.65 | 0.5177 | Tukey-Kramer | 1.0000 | 0.05 | -5.1977 | 2.6746 | -9.0865 | 6.5634 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 1 | -1.0662 | 1.7455 | 30 | -0.61 | 0.5459 | Tukey-Kramer | 1.0000 | 0.05 | -4.6311 | 2.4987 | -8.1530 | 6.0206 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 1 | -1.7727 | 1.8144 | 30 | -0.98 | 0.3364 | Tukey-Kramer | 1.0000 | 0.05 | -5.4782 | 1.9328 | -9.1391 | 5.5938 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 2 | -1.2599 | 2.9606 | 30 | -0.43 | 0.6735 | Tukey-Kramer | 1.0000 | 0.05 | -7.3062 | 4.7864 | -13.2796 | 10.7599 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 2 | -0.9350 | 2.4686 | 30 | -0.38 | 0.7075 | Tukey-Kramer | 1.0000 | 0.05 | -5.9765 | 4.1065 | -10.9573 | 9.0873 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 2 | -1.3082 | 2.6598 | 30 | -0.49 | 0.6264 | Tukey-Kramer | 1.0000 | 0.05 | -6.7403 | 4.1238 | -12.1069 | 9.4904 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 3 | 0.2919 | 1.6950 | 30 | 0.17 | 0.8644 | Tukey-Kramer | 1.0000 | 0.05 | -3.1697 | 3.7536 | -6.5896 | 7.1735 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 3 | 0.3318 | 1.5935 | 30 | 0.21 | 0.8365 | Tukey-Kramer | 1.0000 | 0.05 | -2.9225 | 3.5861 | -6.1376 | 6.8012 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 3 | -0.4618 | 1.6315 | 30 | -0.28 | 0.7791 | Tukey-Kramer | 1.0000 | 0.05 | -3.7938 | 2.8701 | -7.0855 | 6.1618 |
hospbi*age_gr*sample | C | 3 | 2 | A | 3 | 3 | 0.6230 | 1.8339 | 30 | 0.34 | 0.7364 | Tukey-Kramer | 1.0000 | 0.05 | -3.1224 | 4.3685 | -6.8227 | 8.0688 |
hospbi*age_gr*sample | C | 3 | 2 | B | 3 | 3 | 0.5352 | 1.7405 | 30 | 0.31 | 0.7606 | Tukey-Kramer | 1.0000 | 0.05 | -3.0194 | 4.0899 | -6.5313 | 7.6017 |
hospbi*age_gr*sample | C | 3 | 2 | C | 3 | 3 | 0.1215 | 1.7754 | 30 | 0.07 | 0.9459 | Tukey-Kramer | 1.0000 | 0.05 | -3.5044 | 3.7473 | -7.0866 | 7.3295 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 1 | -3.0347 | 2.0506 | 30 | -1.48 | 0.1493 | Tukey-Kramer | 0.9983 | 0.05 | -7.2226 | 1.1533 | -11.3601 | 5.2908 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 1 | -2.3103 | 1.8808 | 30 | -1.23 | 0.2289 | Tukey-Kramer | 0.9999 | 0.05 | -6.1513 | 1.5308 | -9.9461 | 5.3256 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 1 | -3.3263 | 1.9449 | 30 | -1.71 | 0.0975 | Tukey-Kramer | 0.9888 | 0.05 | -7.2982 | 0.6457 | -11.2223 | 4.5698 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 2 | 0.2659 | 2.4266 | 30 | 0.11 | 0.9135 | Tukey-Kramer | 1.0000 | 0.05 | -4.6899 | 5.2217 | -9.5860 | 10.1179 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 2 | 0.7840 | 2.1338 | 30 | 0.37 | 0.7159 | Tukey-Kramer | 1.0000 | 0.05 | -3.5737 | 5.1417 | -7.8789 | 9.4470 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 2 | -0.4147 | 2.2457 | 30 | -0.18 | 0.8547 | Tukey-Kramer | 1.0000 | 0.05 | -5.0011 | 4.1717 | -9.5322 | 8.7028 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 3 | 0.7467 | 1.8664 | 30 | 0.40 | 0.6919 | Tukey-Kramer | 1.0000 | 0.05 | -3.0651 | 4.5585 | -6.8309 | 8.3244 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 3 | 0.6050 | 1.7613 | 30 | 0.34 | 0.7336 | Tukey-Kramer | 1.0000 | 0.05 | -2.9919 | 4.2020 | -6.5455 | 7.7556 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 3 | -0.06791 | 1.8006 | 30 | -0.04 | 0.9702 | Tukey-Kramer | 1.0000 | 0.05 | -3.7452 | 3.6094 | -7.3782 | 7.2424 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 1 | -0.8560 | 2.0506 | 30 | -0.42 | 0.6793 | Tukey-Kramer | 1.0000 | 0.05 | -5.0439 | 3.3319 | -9.1814 | 7.4694 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 1 | -0.6607 | 1.8808 | 30 | -0.35 | 0.7278 | Tukey-Kramer | 1.0000 | 0.05 | -4.5017 | 3.1804 | -8.2965 | 6.9751 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 1 | -1.3671 | 1.9449 | 30 | -0.70 | 0.4875 | Tukey-Kramer | 1.0000 | 0.05 | -5.3391 | 2.6048 | -9.2632 | 6.5289 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 2 | -0.8543 | 3.0423 | 30 | -0.28 | 0.7808 | Tukey-Kramer | 1.0000 | 0.05 | -7.0675 | 5.3588 | -13.2057 | 11.4971 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 2 | -0.5295 | 2.5660 | 30 | -0.21 | 0.8379 | Tukey-Kramer | 1.0000 | 0.05 | -5.7699 | 4.7109 | -10.9472 | 9.8882 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 2 | -0.9027 | 2.7504 | 30 | -0.33 | 0.7450 | Tukey-Kramer | 1.0000 | 0.05 | -6.5198 | 4.7144 | -12.0693 | 10.2639 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 3 | 0.6975 | 1.8339 | 30 | 0.38 | 0.7064 | Tukey-Kramer | 1.0000 | 0.05 | -3.0479 | 4.4429 | -6.7482 | 8.1432 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 3 | 0.7373 | 1.7405 | 30 | 0.42 | 0.6749 | Tukey-Kramer | 1.0000 | 0.05 | -2.8173 | 4.2920 | -6.3291 | 7.8038 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 3 | -0.05631 | 1.7754 | 30 | -0.03 | 0.9749 | Tukey-Kramer | 1.0000 | 0.05 | -3.6822 | 3.5695 | -7.2643 | 7.1517 |
hospbi*age_gr*sample | A | 3 | 3 | B | 3 | 3 | -0.08783 | 0.3277 | 30 | -0.27 | 0.7905 | Tukey-Kramer | 1.0000 | 0.05 | -0.7571 | 0.5815 | -1.4184 | 1.2427 |
hospbi*age_gr*sample | A | 3 | 3 | C | 3 | 3 | -0.5016 | 0.4339 | 30 | -1.16 | 0.2568 | Tukey-Kramer | 1.0000 | 0.05 | -1.3877 | 0.3846 | -2.2632 | 1.2601 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 1 | -3.6577 | 1.5891 | 30 | -2.30 | 0.0285 | Tukey-Kramer | 0.8275 | 0.05 | -6.9030 | -0.4124 | -10.1092 | 2.7938 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 1 | -2.9333 | 1.3628 | 30 | -2.15 | 0.0395 | Tukey-Kramer | 0.8943 | 0.05 | -5.7166 | -0.1500 | -8.4664 | 2.5998 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 1 | -3.9493 | 1.4500 | 30 | -2.72 | 0.0107 | Tukey-Kramer | 0.5698 | 0.05 | -6.9106 | -0.9880 | -9.8363 | 1.9377 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 2 | -0.3571 | 2.0515 | 30 | -0.17 | 0.8630 | Tukey-Kramer | 1.0000 | 0.05 | -4.5468 | 3.8326 | -8.6860 | 7.9718 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 2 | 0.1610 | 1.6950 | 30 | 0.09 | 0.9250 | Tukey-Kramer | 1.0000 | 0.05 | -3.3007 | 3.6226 | -6.7206 | 7.0426 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 2 | -1.0378 | 1.8339 | 30 | -0.57 | 0.5757 | Tukey-Kramer | 1.0000 | 0.05 | -4.7832 | 2.7076 | -8.4835 | 6.4079 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 3 | 0.1237 | 1.3430 | 30 | 0.09 | 0.9272 | Tukey-Kramer | 1.0000 | 0.05 | -2.6191 | 2.8664 | -5.3289 | 5.5762 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 3 | -0.01801 | 1.1925 | 30 | -0.02 | 0.9881 | Tukey-Kramer | 1.0000 | 0.05 | -2.4534 | 2.4174 | -4.8595 | 4.8235 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 3 | -0.6910 | 1.2499 | 30 | -0.55 | 0.5845 | Tukey-Kramer | 1.0000 | 0.05 | -3.2435 | 1.8616 | -5.7654 | 4.3835 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 1 | -1.4791 | 1.5891 | 30 | -0.93 | 0.3594 | Tukey-Kramer | 1.0000 | 0.05 | -4.7244 | 1.7662 | -7.9306 | 4.9725 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 1 | -1.2837 | 1.3628 | 30 | -0.94 | 0.3537 | Tukey-Kramer | 1.0000 | 0.05 | -4.0670 | 1.4996 | -6.8168 | 4.2494 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 1 | -1.9902 | 1.4500 | 30 | -1.37 | 0.1801 | Tukey-Kramer | 0.9994 | 0.05 | -4.9515 | 0.9711 | -7.8772 | 3.8968 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 2 | -1.4774 | 2.7523 | 30 | -0.54 | 0.5954 | Tukey-Kramer | 1.0000 | 0.05 | -7.0984 | 4.1436 | -12.6518 | 9.6970 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 2 | -1.1525 | 2.2146 | 30 | -0.52 | 0.6066 | Tukey-Kramer | 1.0000 | 0.05 | -5.6753 | 3.3702 | -10.1435 | 7.8385 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 2 | -1.5257 | 2.4259 | 30 | -0.63 | 0.5341 | Tukey-Kramer | 1.0000 | 0.05 | -6.4801 | 3.4286 | -11.3748 | 8.3233 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 3 | 0.07442 | 1.2975 | 30 | 0.06 | 0.9546 | Tukey-Kramer | 1.0000 | 0.05 | -2.5754 | 2.7242 | -5.1932 | 5.3421 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 3 | 0.1143 | 1.1617 | 30 | 0.10 | 0.9223 | Tukey-Kramer | 1.0000 | 0.05 | -2.2582 | 2.4868 | -4.6021 | 4.8307 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 3 | -0.6794 | 1.2133 | 30 | -0.56 | 0.5797 | Tukey-Kramer | 1.0000 | 0.05 | -3.1573 | 1.7986 | -5.6053 | 4.2466 |
hospbi*age_gr*sample | B | 3 | 3 | C | 3 | 3 | -0.4137 | 0.2747 | 30 | -1.51 | 0.1425 | Tukey-Kramer | 0.9978 | 0.05 | -0.9748 | 0.1473 | -1.5291 | 0.7016 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 1 | -3.5699 | 1.4803 | 30 | -2.41 | 0.0222 | Tukey-Kramer | 0.7678 | 0.05 | -6.5930 | -0.5467 | -9.5798 | 2.4400 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 1 | -2.8455 | 1.2343 | 30 | -2.31 | 0.0282 | Tukey-Kramer | 0.8257 | 0.05 | -5.3662 | -0.3247 | -7.8566 | 2.1657 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 1 | -3.8615 | 1.3299 | 30 | -2.90 | 0.0069 | Tukey-Kramer | 0.4535 | 0.05 | -6.5775 | -1.1454 | -9.2608 | 1.5379 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 2 | -0.2693 | 1.9684 | 30 | -0.14 | 0.8921 | Tukey-Kramer | 1.0000 | 0.05 | -4.2893 | 3.7508 | -8.2609 | 7.7224 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 2 | 0.2488 | 1.5935 | 30 | 0.16 | 0.8770 | Tukey-Kramer | 1.0000 | 0.05 | -3.0055 | 3.5031 | -6.2205 | 6.7182 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 2 | -0.9499 | 1.7405 | 30 | -0.55 | 0.5893 | Tukey-Kramer | 1.0000 | 0.05 | -4.5046 | 2.6047 | -8.0164 | 6.1165 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 3 | 0.2115 | 1.2123 | 30 | 0.17 | 0.8627 | Tukey-Kramer | 1.0000 | 0.05 | -2.2644 | 2.6874 | -4.7106 | 5.1335 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 3 | 0.06982 | 1.0432 | 30 | 0.07 | 0.9471 | Tukey-Kramer | 1.0000 | 0.05 | -2.0606 | 2.2002 | -4.1654 | 4.3050 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 3 | -0.6031 | 1.1083 | 30 | -0.54 | 0.5903 | Tukey-Kramer | 1.0000 | 0.05 | -2.8665 | 1.6603 | -5.1027 | 3.8964 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 1 | -1.3912 | 1.4803 | 30 | -0.94 | 0.3548 | Tukey-Kramer | 1.0000 | 0.05 | -4.4144 | 1.6319 | -7.4011 | 4.6186 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 1 | -1.1959 | 1.2343 | 30 | -0.97 | 0.3403 | Tukey-Kramer | 1.0000 | 0.05 | -3.7167 | 1.3248 | -6.2070 | 3.8152 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 1 | -1.9024 | 1.3299 | 30 | -1.43 | 0.1629 | Tukey-Kramer | 0.9989 | 0.05 | -4.6184 | 0.8137 | -7.3017 | 3.4970 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 2 | -1.3896 | 2.6910 | 30 | -0.52 | 0.6094 | Tukey-Kramer | 1.0000 | 0.05 | -6.8853 | 4.1062 | -12.3149 | 9.5358 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 2 | -1.0647 | 2.1378 | 30 | -0.50 | 0.6221 | Tukey-Kramer | 1.0000 | 0.05 | -5.4308 | 3.3014 | -9.7443 | 7.6148 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 2 | -1.4379 | 2.3561 | 30 | -0.61 | 0.5463 | Tukey-Kramer | 1.0000 | 0.05 | -6.2497 | 3.3738 | -11.0035 | 8.1276 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 3 | 0.1622 | 1.1617 | 30 | 0.14 | 0.8899 | Tukey-Kramer | 1.0000 | 0.05 | -2.2102 | 2.5347 | -4.5542 | 4.8787 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 3 | 0.2021 | 1.0078 | 30 | 0.20 | 0.8424 | Tukey-Kramer | 1.0000 | 0.05 | -1.8561 | 2.2603 | -3.8895 | 4.2937 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 3 | -0.5915 | 1.0669 | 30 | -0.55 | 0.5834 | Tukey-Kramer | 1.0000 | 0.05 | -2.7704 | 1.5873 | -4.9230 | 3.7399 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 1 | -3.1561 | 1.5211 | 30 | -2.07 | 0.0467 | Tukey-Kramer | 0.9216 | 0.05 | -6.2627 | -0.04957 | -9.3318 | 3.0196 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 1 | -2.4317 | 1.2830 | 30 | -1.90 | 0.0677 | Tukey-Kramer | 0.9659 | 0.05 | -5.0519 | 0.1885 | -7.6406 | 2.7771 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 1 | -3.4477 | 1.3752 | 30 | -2.51 | 0.0178 | Tukey-Kramer | 0.7104 | 0.05 | -6.2563 | -0.6392 | -9.0310 | 2.1356 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 2 | 0.1445 | 1.9993 | 30 | 0.07 | 0.9429 | Tukey-Kramer | 1.0000 | 0.05 | -3.9387 | 4.2276 | -7.9726 | 8.2616 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 2 | 0.6626 | 1.6315 | 30 | 0.41 | 0.6875 | Tukey-Kramer | 1.0000 | 0.05 | -2.6694 | 3.9945 | -5.9611 | 7.2862 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 2 | -0.5362 | 1.7754 | 30 | -0.30 | 0.7647 | Tukey-Kramer | 1.0000 | 0.05 | -4.1620 | 3.0897 | -7.7442 | 6.6718 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 3 | 0.6252 | 1.2619 | 30 | 0.50 | 0.6239 | Tukey-Kramer | 1.0000 | 0.05 | -1.9519 | 3.2024 | -4.4980 | 5.7484 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 3 | 0.4836 | 1.1004 | 30 | 0.44 | 0.6635 | Tukey-Kramer | 1.0000 | 0.05 | -1.7637 | 2.7308 | -3.9838 | 4.9509 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 3 | -0.1894 | 1.1623 | 30 | -0.16 | 0.8717 | Tukey-Kramer | 1.0000 | 0.05 | -2.5631 | 2.1843 | -4.9081 | 4.5294 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 1 | -0.9775 | 1.5211 | 30 | -0.64 | 0.5254 | Tukey-Kramer | 1.0000 | 0.05 | -4.0840 | 2.1291 | -7.1532 | 5.1982 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 1 | -0.7822 | 1.2830 | 30 | -0.61 | 0.5467 | Tukey-Kramer | 1.0000 | 0.05 | -3.4024 | 1.8381 | -5.9910 | 4.4267 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 1 | -1.4886 | 1.3752 | 30 | -1.08 | 0.2877 | Tukey-Kramer | 1.0000 | 0.05 | -4.2972 | 1.3200 | -7.0719 | 4.0947 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 2 | -0.9758 | 2.7137 | 30 | -0.36 | 0.7217 | Tukey-Kramer | 1.0000 | 0.05 | -6.5179 | 4.5663 | -11.9932 | 10.0416 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 2 | -0.6510 | 2.1663 | 30 | -0.30 | 0.7659 | Tukey-Kramer | 1.0000 | 0.05 | -5.0752 | 3.7733 | -9.4461 | 8.1442 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 2 | -1.0242 | 2.3819 | 30 | -0.43 | 0.6703 | Tukey-Kramer | 1.0000 | 0.05 | -5.8888 | 3.8404 | -10.6948 | 8.6464 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 3 | 0.5760 | 1.2133 | 30 | 0.47 | 0.6384 | Tukey-Kramer | 1.0000 | 0.05 | -1.9019 | 3.0539 | -4.3500 | 5.5020 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 3 | 0.6159 | 1.0669 | 30 | 0.58 | 0.5681 | Tukey-Kramer | 1.0000 | 0.05 | -1.5630 | 2.7947 | -3.7156 | 4.9473 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 3 | -0.1778 | 1.1229 | 30 | -0.16 | 0.8753 | Tukey-Kramer | 1.0000 | 0.05 | -2.4710 | 2.1154 | -4.7365 | 4.3810 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 1 | 0.7244 | 0.4635 | 30 | 1.56 | 0.1285 | Tukey-Kramer | 0.9963 | 0.05 | -0.2221 | 1.6709 | -1.1573 | 2.6061 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 1 | -0.2916 | 0.6136 | 30 | -0.48 | 0.6381 | Tukey-Kramer | 1.0000 | 0.05 | -1.5448 | 0.9616 | -2.7830 | 2.1998 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 2 | 3.3006 | 2.2473 | 30 | 1.47 | 0.1523 | Tukey-Kramer | 0.9984 | 0.05 | -1.2890 | 7.8901 | -5.8232 | 12.4244 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 2 | 3.8187 | 1.9274 | 30 | 1.98 | 0.0568 | Tukey-Kramer | 0.9478 | 0.05 | -0.1175 | 7.7549 | -4.0063 | 11.6437 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 2 | 2.6199 | 2.0506 | 30 | 1.28 | 0.2112 | Tukey-Kramer | 0.9998 | 0.05 | -1.5680 | 6.8079 | -5.7055 | 10.9454 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 3 | 3.7814 | 1.6265 | 30 | 2.32 | 0.0270 | Tukey-Kramer | 0.8156 | 0.05 | 0.4597 | 7.1030 | -2.8220 | 10.3847 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 3 | 3.6397 | 1.5046 | 30 | 2.42 | 0.0218 | Tukey-Kramer | 0.7635 | 0.05 | 0.5669 | 6.7125 | -2.4689 | 9.7482 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 3 | 2.9667 | 1.5504 | 30 | 1.91 | 0.0653 | Tukey-Kramer | 0.9626 | 0.05 | -0.1997 | 6.1332 | -3.3280 | 9.2615 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 1 | 2.1786 | 1.8349 | 30 | 1.19 | 0.2444 | Tukey-Kramer | 0.9999 | 0.05 | -1.5687 | 5.9260 | -5.2709 | 9.6282 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 1 | 2.3740 | 1.6429 | 30 | 1.45 | 0.1588 | Tukey-Kramer | 0.9988 | 0.05 | -0.9812 | 5.7292 | -4.2960 | 9.0440 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 1 | 1.6675 | 1.7159 | 30 | 0.97 | 0.3389 | Tukey-Kramer | 1.0000 | 0.05 | -1.8368 | 5.1718 | -5.2989 | 8.6339 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 2 | 2.1803 | 2.9012 | 30 | 0.75 | 0.4582 | Tukey-Kramer | 1.0000 | 0.05 | -3.7448 | 8.1054 | -9.5985 | 13.9591 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 2 | 2.5052 | 2.3971 | 30 | 1.05 | 0.3043 | Tukey-Kramer | 1.0000 | 0.05 | -2.3903 | 7.4007 | -7.2269 | 12.2372 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 2 | 2.1320 | 2.5936 | 30 | 0.82 | 0.4176 | Tukey-Kramer | 1.0000 | 0.05 | -3.1649 | 7.4288 | -8.3979 | 12.6618 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 3 | 3.7321 | 1.5891 | 30 | 2.35 | 0.0256 | Tukey-Kramer | 0.8030 | 0.05 | 0.4868 | 6.9774 | -2.7194 | 10.1836 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 3 | 3.7720 | 1.4803 | 30 | 2.55 | 0.0162 | Tukey-Kramer | 0.6845 | 0.05 | 0.7488 | 6.7951 | -2.2379 | 9.7819 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 3 | 2.9783 | 1.5211 | 30 | 1.96 | 0.0596 | Tukey-Kramer | 0.9533 | 0.05 | -0.1282 | 6.0849 | -3.1974 | 9.1540 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 1 | -1.0160 | 0.3885 | 30 | -2.62 | 0.0138 | Tukey-Kramer | 0.6413 | 0.05 | -1.8095 | -0.2225 | -2.5934 | 0.5614 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 2 | 2.5762 | 2.0934 | 30 | 1.23 | 0.2280 | Tukey-Kramer | 0.9999 | 0.05 | -1.6992 | 6.8516 | -5.9231 | 11.0754 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 2 | 3.0943 | 1.7455 | 30 | 1.77 | 0.0864 | Tukey-Kramer | 0.9832 | 0.05 | -0.4706 | 6.6592 | -3.9925 | 10.1811 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 2 | 1.8955 | 1.8808 | 30 | 1.01 | 0.3216 | Tukey-Kramer | 1.0000 | 0.05 | -1.9455 | 5.7366 | -5.7403 | 9.5313 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 3 | 3.0570 | 1.4063 | 30 | 2.17 | 0.0377 | Tukey-Kramer | 0.8858 | 0.05 | 0.1850 | 5.9290 | -2.6524 | 8.7663 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 3 | 2.9153 | 1.2633 | 30 | 2.31 | 0.0281 | Tukey-Kramer | 0.8245 | 0.05 | 0.3352 | 5.4954 | -2.2138 | 8.0444 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 3 | 2.2423 | 1.3176 | 30 | 1.70 | 0.0991 | Tukey-Kramer | 0.9894 | 0.05 | -0.4486 | 4.9333 | -3.1071 | 7.5918 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 1 | 1.4542 | 1.6429 | 30 | 0.89 | 0.3831 | Tukey-Kramer | 1.0000 | 0.05 | -1.9010 | 4.8095 | -5.2158 | 8.1243 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 1 | 1.6496 | 1.4252 | 30 | 1.16 | 0.2562 | Tukey-Kramer | 1.0000 | 0.05 | -1.2611 | 4.5603 | -4.1368 | 7.4359 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 1 | 0.9431 | 1.5088 | 30 | 0.63 | 0.5367 | Tukey-Kramer | 1.0000 | 0.05 | -2.1383 | 4.0245 | -5.1825 | 7.0687 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 2 | 1.4559 | 2.7838 | 30 | 0.52 | 0.6048 | Tukey-Kramer | 1.0000 | 0.05 | -4.2293 | 7.1411 | -9.8460 | 12.7578 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 2 | 1.7808 | 2.2535 | 30 | 0.79 | 0.4356 | Tukey-Kramer | 1.0000 | 0.05 | -2.8215 | 6.3830 | -7.3683 | 10.9298 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 2 | 1.4076 | 2.4615 | 30 | 0.57 | 0.5717 | Tukey-Kramer | 1.0000 | 0.05 | -3.6195 | 6.4346 | -8.5860 | 11.4011 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 3 | 3.0077 | 1.3628 | 30 | 2.21 | 0.0351 | Tukey-Kramer | 0.8719 | 0.05 | 0.2244 | 5.7910 | -2.5254 | 8.5408 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 3 | 3.0476 | 1.2343 | 30 | 2.47 | 0.0195 | Tukey-Kramer | 0.7337 | 0.05 | 0.5268 | 5.5683 | -1.9636 | 8.0587 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 3 | 2.2539 | 1.2830 | 30 | 1.76 | 0.0892 | Tukey-Kramer | 0.9848 | 0.05 | -0.3663 | 4.8741 | -2.9549 | 7.4628 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 2 | 3.5922 | 2.1512 | 30 | 1.67 | 0.1054 | Tukey-Kramer | 0.9916 | 0.05 | -0.8011 | 7.9855 | -5.1416 | 12.3259 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 2 | 4.1103 | 1.8144 | 30 | 2.27 | 0.0309 | Tukey-Kramer | 0.8454 | 0.05 | 0.4047 | 7.8158 | -3.2562 | 11.4767 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 2 | 2.9115 | 1.9449 | 30 | 1.50 | 0.1448 | Tukey-Kramer | 0.9980 | 0.05 | -1.0604 | 6.8835 | -4.9845 | 10.8075 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 3 | 4.0730 | 1.4909 | 30 | 2.73 | 0.0104 | Tukey-Kramer | 0.5643 | 0.05 | 1.0281 | 7.1178 | -1.9800 | 10.1259 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 3 | 3.9313 | 1.3569 | 30 | 2.90 | 0.0070 | Tukey-Kramer | 0.4575 | 0.05 | 1.1601 | 6.7025 | -1.5777 | 9.4403 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 3 | 3.2583 | 1.4076 | 30 | 2.31 | 0.0276 | Tukey-Kramer | 0.8208 | 0.05 | 0.3837 | 6.1330 | -2.4564 | 8.9731 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 1 | 2.4702 | 1.7159 | 30 | 1.44 | 0.1603 | Tukey-Kramer | 0.9988 | 0.05 | -1.0341 | 5.9745 | -4.4961 | 9.4366 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 1 | 2.6656 | 1.5088 | 30 | 1.77 | 0.0875 | Tukey-Kramer | 0.9838 | 0.05 | -0.4158 | 5.7469 | -3.4601 | 8.7912 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 1 | 1.9591 | 1.5880 | 30 | 1.23 | 0.2269 | Tukey-Kramer | 0.9999 | 0.05 | -1.2840 | 5.2022 | -4.4880 | 8.4062 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 2 | 2.4719 | 2.8275 | 30 | 0.87 | 0.3889 | Tukey-Kramer | 1.0000 | 0.05 | -3.3025 | 8.2463 | -9.0074 | 13.9512 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 2 | 2.7968 | 2.3072 | 30 | 1.21 | 0.2349 | Tukey-Kramer | 0.9999 | 0.05 | -1.9153 | 7.5088 | -6.5705 | 12.1641 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 2 | 2.4236 | 2.5108 | 30 | 0.97 | 0.3421 | Tukey-Kramer | 1.0000 | 0.05 | -2.7042 | 7.5513 | -7.7701 | 12.6173 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 3 | 4.0237 | 1.4500 | 30 | 2.77 | 0.0094 | Tukey-Kramer | 0.5360 | 0.05 | 1.0624 | 6.9850 | -1.8632 | 9.9107 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 3 | 4.0636 | 1.3299 | 30 | 3.06 | 0.0047 | Tukey-Kramer | 0.3631 | 0.05 | 1.3476 | 6.7796 | -1.3358 | 9.4629 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 3 | 3.2699 | 1.3752 | 30 | 2.38 | 0.0240 | Tukey-Kramer | 0.7870 | 0.05 | 0.4614 | 6.0785 | -2.3134 | 8.8533 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 2 | 0.5181 | 0.6554 | 30 | 0.79 | 0.4355 | Tukey-Kramer | 1.0000 | 0.05 | -0.8205 | 1.8567 | -2.1430 | 3.1792 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 2 | -0.6807 | 0.8678 | 30 | -0.78 | 0.4390 | Tukey-Kramer | 1.0000 | 0.05 | -2.4530 | 1.0917 | -4.2040 | 2.8427 |
hospbi*age_gr*sample | A | 6 | 2 | A | 6 | 3 | 0.4808 | 2.0806 | 30 | 0.23 | 0.8188 | Tukey-Kramer | 1.0000 | 0.05 | -3.7683 | 4.7299 | -7.9662 | 8.9278 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 3 | 0.3391 | 1.9868 | 30 | 0.17 | 0.8656 | Tukey-Kramer | 1.0000 | 0.05 | -3.7184 | 4.3966 | -7.7270 | 8.4052 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 3 | -0.3338 | 2.0217 | 30 | -0.17 | 0.8699 | Tukey-Kramer | 1.0000 | 0.05 | -4.4627 | 3.7950 | -8.5419 | 7.8742 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 1 | -1.1219 | 2.2473 | 30 | -0.50 | 0.6212 | Tukey-Kramer | 1.0000 | 0.05 | -5.7115 | 3.4676 | -10.2458 | 8.0019 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 1 | -0.9266 | 2.0934 | 30 | -0.44 | 0.6612 | Tukey-Kramer | 1.0000 | 0.05 | -5.2020 | 3.3488 | -9.4259 | 7.5726 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 1 | -1.6331 | 2.1512 | 30 | -0.76 | 0.4537 | Tukey-Kramer | 1.0000 | 0.05 | -6.0264 | 2.7603 | -10.3668 | 7.1007 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 2 | -1.1203 | 3.1781 | 30 | -0.35 | 0.7269 | Tukey-Kramer | 1.0000 | 0.05 | -7.6109 | 5.3703 | -14.0233 | 11.7828 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 2 | -0.7954 | 2.7257 | 30 | -0.29 | 0.7724 | Tukey-Kramer | 1.0000 | 0.05 | -6.3620 | 4.7712 | -11.8616 | 10.2708 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 2 | -1.1686 | 2.9000 | 30 | -0.40 | 0.6898 | Tukey-Kramer | 1.0000 | 0.05 | -7.0913 | 4.7540 | -12.9426 | 10.6053 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 3 | 0.4315 | 2.0515 | 30 | 0.21 | 0.8348 | Tukey-Kramer | 1.0000 | 0.05 | -3.7581 | 4.6212 | -7.8973 | 8.7604 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 3 | 0.4714 | 1.9684 | 30 | 0.24 | 0.8124 | Tukey-Kramer | 1.0000 | 0.05 | -3.5486 | 4.4914 | -7.5203 | 8.4631 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 3 | -0.3222 | 1.9993 | 30 | -0.16 | 0.8730 | Tukey-Kramer | 1.0000 | 0.05 | -4.4054 | 3.7609 | -8.4393 | 7.7949 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 2 | -1.1987 | 0.5495 | 30 | -2.18 | 0.0371 | Tukey-Kramer | 0.8826 | 0.05 | -2.3209 | -0.07660 | -3.4295 | 1.0320 |
hospbi*age_gr*sample | B | 6 | 2 | A | 6 | 3 | -0.03732 | 1.7301 | 30 | -0.02 | 0.9829 | Tukey-Kramer | 1.0000 | 0.05 | -3.5706 | 3.4960 | -7.0614 | 6.9868 |
hospbi*age_gr*sample | B | 6 | 2 | B | 6 | 3 | -0.1790 | 1.6161 | 30 | -0.11 | 0.9125 | Tukey-Kramer | 1.0000 | 0.05 | -3.4794 | 3.1215 | -6.7401 | 6.3821 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 3 | -0.8519 | 1.6588 | 30 | -0.51 | 0.6113 | Tukey-Kramer | 1.0000 | 0.05 | -4.2397 | 2.5359 | -7.5867 | 5.8829 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 1 | -1.6400 | 1.9274 | 30 | -0.85 | 0.4016 | Tukey-Kramer | 1.0000 | 0.05 | -5.5762 | 2.2961 | -9.4650 | 6.1849 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 1 | -1.4447 | 1.7455 | 30 | -0.83 | 0.4144 | Tukey-Kramer | 1.0000 | 0.05 | -5.0096 | 2.1202 | -8.5315 | 5.6421 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 1 | -2.1512 | 1.8144 | 30 | -1.19 | 0.2451 | Tukey-Kramer | 0.9999 | 0.05 | -5.8567 | 1.5544 | -9.5176 | 5.2153 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 2 | -1.6384 | 2.9606 | 30 | -0.55 | 0.5841 | Tukey-Kramer | 1.0000 | 0.05 | -7.6847 | 4.4079 | -13.6581 | 10.3814 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 2 | -1.3135 | 2.4686 | 30 | -0.53 | 0.5986 | Tukey-Kramer | 1.0000 | 0.05 | -6.3550 | 3.7280 | -11.3358 | 8.7088 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 2 | -1.6867 | 2.6598 | 30 | -0.63 | 0.5308 | Tukey-Kramer | 1.0000 | 0.05 | -7.1188 | 3.7453 | -12.4854 | 9.1119 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 3 | -0.08656 | 1.6950 | 30 | -0.05 | 0.9596 | Tukey-Kramer | 1.0000 | 0.05 | -3.5482 | 3.3751 | -6.9681 | 6.7950 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 3 | -0.04670 | 1.5935 | 30 | -0.03 | 0.9768 | Tukey-Kramer | 1.0000 | 0.05 | -3.3010 | 3.2076 | -6.5161 | 6.4227 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 3 | -0.8403 | 1.6315 | 30 | -0.52 | 0.6103 | Tukey-Kramer | 1.0000 | 0.05 | -4.1722 | 2.4916 | -7.4640 | 5.7833 |
hospbi*age_gr*sample | C | 6 | 2 | A | 6 | 3 | 1.1614 | 1.8664 | 30 | 0.62 | 0.5385 | Tukey-Kramer | 1.0000 | 0.05 | -2.6503 | 4.9732 | -6.4162 | 8.7391 |
hospbi*age_gr*sample | C | 6 | 2 | B | 6 | 3 | 1.0198 | 1.7613 | 30 | 0.58 | 0.5669 | Tukey-Kramer | 1.0000 | 0.05 | -2.5772 | 4.6167 | -6.1308 | 8.1703 |
hospbi*age_gr*sample | C | 6 | 2 | C | 6 | 3 | 0.3468 | 1.8006 | 30 | 0.19 | 0.8486 | Tukey-Kramer | 1.0000 | 0.05 | -3.3305 | 4.0241 | -6.9635 | 7.6571 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 1 | -0.4413 | 2.0506 | 30 | -0.22 | 0.8311 | Tukey-Kramer | 1.0000 | 0.05 | -4.6292 | 3.7466 | -8.7667 | 7.8841 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 1 | -0.2460 | 1.8808 | 30 | -0.13 | 0.8968 | Tukey-Kramer | 1.0000 | 0.05 | -4.0870 | 3.5951 | -7.8818 | 7.3898 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 1 | -0.9524 | 1.9449 | 30 | -0.49 | 0.6279 | Tukey-Kramer | 1.0000 | 0.05 | -4.9244 | 3.0195 | -8.8484 | 6.9436 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 2 | -0.4396 | 3.0423 | 30 | -0.14 | 0.8861 | Tukey-Kramer | 1.0000 | 0.05 | -6.6527 | 5.7735 | -12.7910 | 11.9118 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 2 | -0.1148 | 2.5660 | 30 | -0.04 | 0.9646 | Tukey-Kramer | 1.0000 | 0.05 | -5.3552 | 5.1256 | -10.5325 | 10.3029 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 2 | -0.4880 | 2.7504 | 30 | -0.18 | 0.8604 | Tukey-Kramer | 1.0000 | 0.05 | -6.1051 | 5.1292 | -11.6546 | 10.6787 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 3 | 1.1122 | 1.8339 | 30 | 0.61 | 0.5488 | Tukey-Kramer | 1.0000 | 0.05 | -2.6332 | 4.8576 | -6.3335 | 8.5579 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 3 | 1.1520 | 1.7405 | 30 | 0.66 | 0.5131 | Tukey-Kramer | 1.0000 | 0.05 | -2.4026 | 4.7067 | -5.9144 | 8.2185 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 3 | 0.3584 | 1.7754 | 30 | 0.20 | 0.8414 | Tukey-Kramer | 1.0000 | 0.05 | -3.2674 | 3.9843 | -6.8496 | 7.5664 |
hospbi*age_gr*sample | A | 6 | 3 | B | 6 | 3 | -0.1417 | 0.3504 | 30 | -0.40 | 0.6888 | Tukey-Kramer | 1.0000 | 0.05 | -0.8572 | 0.5738 | -1.5641 | 1.2807 |
hospbi*age_gr*sample | A | 6 | 3 | C | 6 | 3 | -0.8146 | 0.4639 | 30 | -1.76 | 0.0893 | Tukey-Kramer | 0.9848 | 0.05 | -1.7620 | 0.1327 | -2.6979 | 1.0687 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 1 | -1.6027 | 1.6265 | 30 | -0.99 | 0.3323 | Tukey-Kramer | 1.0000 | 0.05 | -4.9244 | 1.7190 | -8.2061 | 5.0006 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 1 | -1.4074 | 1.4063 | 30 | -1.00 | 0.3249 | Tukey-Kramer | 1.0000 | 0.05 | -4.2794 | 1.4646 | -7.1168 | 4.3020 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 1 | -2.1139 | 1.4909 | 30 | -1.42 | 0.1665 | Tukey-Kramer | 0.9991 | 0.05 | -5.1587 | 0.9310 | -8.1668 | 3.9391 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 2 | -1.6011 | 2.7741 | 30 | -0.58 | 0.5681 | Tukey-Kramer | 1.0000 | 0.05 | -7.2665 | 4.0644 | -12.8638 | 9.6616 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 2 | -1.2762 | 2.2415 | 30 | -0.57 | 0.5734 | Tukey-Kramer | 1.0000 | 0.05 | -5.8540 | 3.3016 | -10.3768 | 7.8244 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 2 | -1.6494 | 2.4506 | 30 | -0.67 | 0.5061 | Tukey-Kramer | 1.0000 | 0.05 | -6.6541 | 3.3553 | -11.5985 | 8.2997 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 3 | -0.04924 | 1.3430 | 30 | -0.04 | 0.9710 | Tukey-Kramer | 1.0000 | 0.05 | -2.7920 | 2.6935 | -5.5018 | 5.4033 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 3 | -0.00938 | 1.2123 | 30 | -0.01 | 0.9939 | Tukey-Kramer | 1.0000 | 0.05 | -2.4853 | 2.4666 | -4.9314 | 4.9127 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 3 | -0.8030 | 1.2619 | 30 | -0.64 | 0.5294 | Tukey-Kramer | 1.0000 | 0.05 | -3.3801 | 1.7741 | -5.9262 | 4.3202 |
hospbi*age_gr*sample | B | 6 | 3 | C | 6 | 3 | -0.6730 | 0.2937 | 30 | -2.29 | 0.0291 | Tukey-Kramer | 0.8327 | 0.05 | -1.2728 | -0.07314 | -1.8654 | 0.5194 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 1 | -1.4611 | 1.5046 | 30 | -0.97 | 0.3393 | Tukey-Kramer | 1.0000 | 0.05 | -4.5338 | 1.6117 | -7.5696 | 4.6475 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 1 | -1.2657 | 1.2633 | 30 | -1.00 | 0.3244 | Tukey-Kramer | 1.0000 | 0.05 | -3.8458 | 1.3143 | -6.3948 | 3.8633 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 1 | -1.9722 | 1.3569 | 30 | -1.45 | 0.1565 | Tukey-Kramer | 0.9986 | 0.05 | -4.7434 | 0.7990 | -7.4811 | 3.5368 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 2 | -1.4594 | 2.7044 | 30 | -0.54 | 0.5934 | Tukey-Kramer | 1.0000 | 0.05 | -6.9826 | 4.0638 | -12.4393 | 9.5205 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 2 | -1.1345 | 2.1547 | 30 | -0.53 | 0.6024 | Tukey-Kramer | 1.0000 | 0.05 | -5.5351 | 3.2661 | -9.8827 | 7.6136 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 2 | -1.5077 | 2.3714 | 30 | -0.64 | 0.5297 | Tukey-Kramer | 1.0000 | 0.05 | -6.3508 | 3.3354 | -11.1356 | 8.1201 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 3 | 0.09242 | 1.1925 | 30 | 0.08 | 0.9387 | Tukey-Kramer | 1.0000 | 0.05 | -2.3430 | 2.5279 | -4.7491 | 4.9339 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 3 | 0.1323 | 1.0432 | 30 | 0.13 | 0.8999 | Tukey-Kramer | 1.0000 | 0.05 | -1.9981 | 2.2627 | -4.1029 | 4.3675 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 3 | -0.6614 | 1.1004 | 30 | -0.60 | 0.5523 | Tukey-Kramer | 1.0000 | 0.05 | -2.9086 | 1.5859 | -5.1287 | 3.8060 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 1 | -0.7881 | 1.5504 | 30 | -0.51 | 0.6150 | Tukey-Kramer | 1.0000 | 0.05 | -3.9545 | 2.3783 | -7.0828 | 5.5066 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 1 | -0.5928 | 1.3176 | 30 | -0.45 | 0.6560 | Tukey-Kramer | 1.0000 | 0.05 | -3.2837 | 2.0982 | -5.9422 | 4.7567 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 1 | -1.2992 | 1.4076 | 30 | -0.92 | 0.3634 | Tukey-Kramer | 1.0000 | 0.05 | -4.1739 | 1.5754 | -7.0139 | 4.4155 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 2 | -0.7864 | 2.7302 | 30 | -0.29 | 0.7753 | Tukey-Kramer | 1.0000 | 0.05 | -6.3623 | 4.7894 | -11.8710 | 10.2981 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 2 | -0.4616 | 2.1870 | 30 | -0.21 | 0.8343 | Tukey-Kramer | 1.0000 | 0.05 | -4.9281 | 4.0049 | -9.3408 | 8.4176 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 2 | -0.8348 | 2.4008 | 30 | -0.35 | 0.7305 | Tukey-Kramer | 1.0000 | 0.05 | -5.7378 | 4.0683 | -10.5818 | 8.9123 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 3 | 0.7654 | 1.2499 | 30 | 0.61 | 0.5449 | Tukey-Kramer | 1.0000 | 0.05 | -1.7872 | 3.3180 | -4.3090 | 5.8398 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 3 | 0.8052 | 1.1083 | 30 | 0.73 | 0.4731 | Tukey-Kramer | 1.0000 | 0.05 | -1.4582 | 3.0687 | -3.6943 | 5.3048 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 3 | 0.01160 | 1.1623 | 30 | 0.01 | 0.9921 | Tukey-Kramer | 1.0000 | 0.05 | -2.3621 | 2.3853 | -4.7072 | 4.7304 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 1 | 0.1953 | 0.4635 | 30 | 0.42 | 0.6764 | Tukey-Kramer | 1.0000 | 0.05 | -0.7512 | 1.1419 | -1.6863 | 2.0770 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 1 | -0.5111 | 0.6136 | 30 | -0.83 | 0.4115 | Tukey-Kramer | 1.0000 | 0.05 | -1.7644 | 0.7421 | -3.0025 | 1.9802 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 2 | 0.001670 | 2.9012 | 30 | 0.00 | 0.9995 | Tukey-Kramer | 1.0000 | 0.05 | -5.9234 | 5.9268 | -11.7771 | 11.7805 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 2 | 0.3265 | 2.3971 | 30 | 0.14 | 0.8926 | Tukey-Kramer | 1.0000 | 0.05 | -4.5690 | 5.2220 | -9.4055 | 10.0585 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 2 | -0.04668 | 2.5936 | 30 | -0.02 | 0.9858 | Tukey-Kramer | 1.0000 | 0.05 | -5.3435 | 5.2501 | -10.5765 | 10.4831 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 3 | 1.5535 | 1.5891 | 30 | 0.98 | 0.3361 | Tukey-Kramer | 1.0000 | 0.05 | -1.6918 | 4.7988 | -4.8980 | 8.0050 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 3 | 1.5933 | 1.4803 | 30 | 1.08 | 0.2903 | Tukey-Kramer | 1.0000 | 0.05 | -1.4298 | 4.6165 | -4.4165 | 7.6032 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 3 | 0.7997 | 1.5211 | 30 | 0.53 | 0.6029 | Tukey-Kramer | 1.0000 | 0.05 | -2.3069 | 3.9063 | -5.3760 | 6.9754 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 1 | -0.7065 | 0.3885 | 30 | -1.82 | 0.0790 | Tukey-Kramer | 0.9778 | 0.05 | -1.4999 | 0.08701 | -2.2839 | 0.8709 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 2 | -0.1937 | 2.7838 | 30 | -0.07 | 0.9450 | Tukey-Kramer | 1.0000 | 0.05 | -5.8789 | 5.4915 | -11.4956 | 11.1083 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 2 | 0.1312 | 2.2535 | 30 | 0.06 | 0.9540 | Tukey-Kramer | 1.0000 | 0.05 | -4.4710 | 4.7334 | -9.0179 | 9.2802 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 2 | -0.2420 | 2.4615 | 30 | -0.10 | 0.9223 | Tukey-Kramer | 1.0000 | 0.05 | -5.2690 | 4.7850 | -10.2355 | 9.7515 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 3 | 1.3581 | 1.3628 | 30 | 1.00 | 0.3270 | Tukey-Kramer | 1.0000 | 0.05 | -1.4252 | 4.1415 | -4.1749 | 6.8912 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 3 | 1.3980 | 1.2343 | 30 | 1.13 | 0.2663 | Tukey-Kramer | 1.0000 | 0.05 | -1.1227 | 3.9188 | -3.6131 | 6.4092 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 3 | 0.6044 | 1.2830 | 30 | 0.47 | 0.6410 | Tukey-Kramer | 1.0000 | 0.05 | -2.0158 | 3.2246 | -4.6045 | 5.8132 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 2 | 0.5128 | 2.8275 | 30 | 0.18 | 0.8573 | Tukey-Kramer | 1.0000 | 0.05 | -5.2616 | 6.2872 | -10.9665 | 11.9921 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 2 | 0.8377 | 2.3072 | 30 | 0.36 | 0.7191 | Tukey-Kramer | 1.0000 | 0.05 | -3.8744 | 5.5497 | -8.5296 | 10.2050 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 2 | 0.4645 | 2.5108 | 30 | 0.18 | 0.8545 | Tukey-Kramer | 1.0000 | 0.05 | -4.6633 | 5.5922 | -9.7292 | 10.6582 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 3 | 2.0646 | 1.4500 | 30 | 1.42 | 0.1648 | Tukey-Kramer | 0.9990 | 0.05 | -0.8967 | 5.0259 | -3.8223 | 7.9516 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 3 | 2.1045 | 1.3299 | 30 | 1.58 | 0.1240 | Tukey-Kramer | 0.9957 | 0.05 | -0.6115 | 4.8205 | -3.2949 | 7.5038 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 3 | 1.3108 | 1.3752 | 30 | 0.95 | 0.3481 | Tukey-Kramer | 1.0000 | 0.05 | -1.4977 | 4.1194 | -4.2725 | 6.8942 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 2 | 0.3249 | 0.9269 | 30 | 0.35 | 0.7284 | Tukey-Kramer | 1.0000 | 0.05 | -1.5682 | 2.2179 | -3.4385 | 4.0882 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 2 | -0.04835 | 1.2273 | 30 | -0.04 | 0.9688 | Tukey-Kramer | 1.0000 | 0.05 | -2.5548 | 2.4581 | -5.0311 | 4.9344 |
hospbi*age_gr*sample | A | 9 | 2 | A | 9 | 3 | 1.5518 | 2.7523 | 30 | 0.56 | 0.5771 | Tukey-Kramer | 1.0000 | 0.05 | -4.0692 | 7.1728 | -9.6226 | 12.7262 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 3 | 1.5917 | 2.6910 | 30 | 0.59 | 0.5586 | Tukey-Kramer | 1.0000 | 0.05 | -3.9041 | 7.0874 | -9.3337 | 12.5170 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 3 | 0.7980 | 2.7137 | 30 | 0.29 | 0.7707 | Tukey-Kramer | 1.0000 | 0.05 | -4.7441 | 6.3401 | -10.2194 | 11.8154 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 2 | -0.3732 | 0.7771 | 30 | -0.48 | 0.6345 | Tukey-Kramer | 1.0000 | 0.05 | -1.9602 | 1.2137 | -3.5280 | 2.7816 |
hospbi*age_gr*sample | B | 9 | 2 | A | 9 | 3 | 1.2270 | 2.2146 | 30 | 0.55 | 0.5837 | Tukey-Kramer | 1.0000 | 0.05 | -3.2958 | 5.7497 | -7.7641 | 10.2180 |
hospbi*age_gr*sample | B | 9 | 2 | B | 9 | 3 | 1.2668 | 2.1378 | 30 | 0.59 | 0.5579 | Tukey-Kramer | 1.0000 | 0.05 | -3.0992 | 5.6329 | -7.4127 | 9.9464 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 3 | 0.4732 | 2.1663 | 30 | 0.22 | 0.8286 | Tukey-Kramer | 1.0000 | 0.05 | -3.9511 | 4.8974 | -8.3220 | 9.2684 |
hospbi*age_gr*sample | C | 9 | 2 | A | 9 | 3 | 1.6002 | 2.4259 | 30 | 0.66 | 0.5145 | Tukey-Kramer | 1.0000 | 0.05 | -3.3542 | 6.5545 | -8.2489 | 11.4492 |
hospbi*age_gr*sample | C | 9 | 2 | B | 9 | 3 | 1.6400 | 2.3561 | 30 | 0.70 | 0.4917 | Tukey-Kramer | 1.0000 | 0.05 | -3.1717 | 6.4518 | -7.9255 | 11.2056 |
hospbi*age_gr*sample | C | 9 | 2 | C | 9 | 3 | 0.8464 | 2.3819 | 30 | 0.36 | 0.7248 | Tukey-Kramer | 1.0000 | 0.05 | -4.0182 | 5.7110 | -8.8242 | 10.5170 |
hospbi*age_gr*sample | A | 9 | 3 | B | 9 | 3 | 0.03987 | 0.3277 | 30 | 0.12 | 0.9040 | Tukey-Kramer | 1.0000 | 0.05 | -0.6294 | 0.7092 | -1.2907 | 1.3704 |
hospbi*age_gr*sample | A | 9 | 3 | C | 9 | 3 | -0.7538 | 0.4339 | 30 | -1.74 | 0.0926 | Tukey-Kramer | 0.9866 | 0.05 | -1.6399 | 0.1324 | -2.5154 | 1.0079 |
hospbi*age_gr*sample | B | 9 | 3 | C | 9 | 3 | -0.7936 | 0.2747 | 30 | -2.89 | 0.0071 | Tukey-Kramer | 0.4628 | 0.05 | -1.3547 | -0.2326 | -1.9090 | 0.3217 |
Data for supplemental table 2 and Figure 1
/*ls means values by head body and tail*/
DATA insulin1_lsmeans1 (drop=age_group);
set insulin1_means;
if age_group^="" then delete;
stain="Insulin ";
rename _NAME_=pancreas_region;
run;
PROC print data=insulin1_lsmeans1;
run;
/*grand mean values*/
PROC means data=insulin1_lsmeans1 mean;
var lsmean;
class hospbin;
output out=insulin1_grandmean;
run;
DATA insulin1_grandmean (drop=_type_ _freq_ _stat_);
set insulin1_grandmean;
if _stat_^="MEAN" then delete;
if hospbin="" then delete;
pancreas_region="Overall";
stain="Insulin ";
run;
/*combine files into 1*/
DATA insulin1_fig1;
set insulin1_lsmeans1 insulin1_grandmean;
run;
PROC print data=insulin1_fig1;
run;
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 3.67605 | Insulin |
2 | Head | 6 | 2.59539 | Insulin |
3 | Head | 9 | 2.25901 | Insulin |
4 | Body | 3 | 2.97310 | Insulin |
5 | Body | 6 | 2.22844 | Insulin |
6 | Body | 9 | 2.07233 | Insulin |
7 | Tail | 3 | 3.54317 | Insulin |
8 | Tail | 6 | 3.19101 | Insulin |
9 | Tail | 9 | 2.69677 | Insulin |
The MEANS Procedure
Analysis Variable : LSMEAN | ||
---|---|---|
hospbin | N Obs | Mean |
3 | 3 | 3.3974434 |
6 | 3 | 2.6716118 |
9 | 3 | 2.3427013 |
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 3.67605 | Insulin |
2 | Head | 6 | 2.59539 | Insulin |
3 | Head | 9 | 2.25901 | Insulin |
4 | Body | 3 | 2.97310 | Insulin |
5 | Body | 6 | 2.22844 | Insulin |
6 | Body | 9 | 2.07233 | Insulin |
7 | Tail | 3 | 3.54317 | Insulin |
8 | Tail | 6 | 3.19101 | Insulin |
9 | Tail | 9 | 2.69677 | Insulin |
10 | Overall | 3 | 3.39744 | Insulin |
11 | Overall | 6 | 2.67161 | Insulin |
12 | Overall | 9 | 2.34270 | Insulin |
statistical analysis model
PROC glm data=ki67_no_insulin;
class hospbin age_group;
model Head Body Tail= hospbin|age_group/nouni;
repeated sample_type2 / short printe;
lsmeans hospbin|age_group /out=ki67_lsmeans (drop=stderr);
run;
quit;
PROC mixed data=ki67;
class case hospbin age_group sample_type2;
model percent_ki67=hospbin|age_group|sample_type2;
repeated sample_type2/ subject=case(hospbin) type=un;
lsmeans hospbin|age_group|sample_type2 /adjust=tukey cl pdiff alpha=0.05;
run;
The GLM Procedure
Class Level Information | ||
---|---|---|
Class | Levels | Values |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
Number of Observations Read | 39 |
---|---|
Number of Observations Used | 39 |
The GLM Procedure
Repeated Measures Analysis of Variance
Repeated Measures Level Information | |||
---|---|---|---|
Dependent Variable | Head | Body | Tail |
Level of sample_type2 | 1 | 2 | 3 |
Partial Correlation Coefficients from the Error SSCP Matrix / Prob > |r| | |||
---|---|---|---|
DF = 30 | Head | Body | Tail |
Head |
1.000000
|
0.988528
<.0001
|
0.976199
<.0001
|
Body |
0.988528
<.0001
|
1.000000
|
0.985476
<.0001
|
Tail |
0.976199
<.0001
|
0.985476
<.0001
|
1.000000
|
E = Error SSCP Matrix sample_type2_N represents the contrast between the nth level of sample_type2 and the last |
||
---|---|---|
sample_type2_1 | sample_type2_2 | |
sample_type2_1 | 17.476 | 12.541 |
sample_type2_2 | 12.541 | 12.249 |
Partial Correlation Coefficients from the Error SSCP Matrix of the Variables Defined by the Specified Transformation / Prob > |r| | ||
---|---|---|
DF = 30 | sample_type2_1 | sample_type2_2 |
sample_type2_1 |
1.000000
|
0.857138
<.0001
|
sample_type2_2 |
0.857138
<.0001
|
1.000000
|
Sphericity Tests | ||||
---|---|---|---|---|
Variables | DF | Mauchly's Criterion | Chi-Square | Pr > ChiSq |
Transformed Variates | 2 | 0.2571104 | 39.389237 | <.0001 |
Orthogonal Components | 2 | 0.57698 | 15.948484 | 0.0003 |
MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no sample_type2 Effect H = Type III SSCP Matrix for sample_type2 E = Error SSCP Matrix S=1 M=0 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
Wilks' Lambda | 0.91399941 | 1.36 | 2 | 29 | 0.2715 |
Pillai's Trace | 0.08600059 | 1.36 | 2 | 29 | 0.2715 |
Hotelling-Lawley Trace | 0.09409261 | 1.36 | 2 | 29 | 0.2715 |
Roy's Greatest Root | 0.09409261 | 1.36 | 2 | 29 | 0.2715 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin Effect H = Type III SSCP Matrix for sample_type2*hospbin E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.85190879 | 1.21 | 4 | 58 | 0.3165 |
Pillai's Trace | 0.15021494 | 1.22 | 4 | 60 | 0.3126 |
Hotelling-Lawley Trace | 0.17134169 | 1.23 | 4 | 33.787 | 0.3169 |
Roy's Greatest Root | 0.15528831 | 2.33 | 2 | 30 | 0.1147 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*age_group Effect H = Type III SSCP Matrix for sample_type2*age_group E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.72555649 | 2.52 | 4 | 58 | 0.0506 |
Pillai's Trace | 0.27597287 | 2.40 | 4 | 60 | 0.0598 |
Hotelling-Lawley Trace | 0.37614460 | 2.70 | 4 | 33.787 | 0.0471 |
Roy's Greatest Root | 0.37045472 | 5.56 | 2 | 30 | 0.0089 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin*age_group Effect H = Type III SSCP Matrix for sample_type2*hospbin*age_group E = Error SSCP Matrix S=2 M=0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.83490934 | 0.68 | 8 | 58 | 0.7033 |
Pillai's Trace | 0.17130447 | 0.70 | 8 | 60 | 0.6880 |
Hotelling-Lawley Trace | 0.19029234 | 0.68 | 8 | 39.176 | 0.7088 |
Roy's Greatest Root | 0.13527465 | 1.01 | 4 | 30 | 0.4156 |
The GLM Procedure
Repeated Measures Analysis of Variance
Tests of Hypotheses for Between Subjects Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F |
---|---|---|---|---|---|
hospbin | 2 | 20.6038257 | 10.3019129 | 0.61 | 0.5479 |
age_group | 2 | 104.0057032 | 52.0028516 | 3.10 | 0.0598 |
hospbin*age_group | 4 | 27.5292450 | 6.8823113 | 0.41 | 0.7999 |
Error | 30 | 503.3919330 | 16.7797311 |
The GLM Procedure
Repeated Measures Analysis of Variance
Univariate Tests of Hypotheses for Within Subject Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F | Adj Pr > F | |
---|---|---|---|---|---|---|---|
G - G | H-F-L | ||||||
sample_type2 | 2 | 0.42096531 | 0.21048265 | 1.10 | 0.3387 | 0.3221 | 0.3239 |
sample_type2*hospbin | 4 | 0.55942363 | 0.13985591 | 0.73 | 0.5734 | 0.5302 | 0.5343 |
sample_type2*age_group | 4 | 2.65103233 | 0.66275808 | 3.47 | 0.0129 | 0.0266 | 0.0251 |
sample_type2*hospbin*age_group | 8 | 1.10047484 | 0.13755935 | 0.72 | 0.6727 | 0.6269 | 0.6312 |
Error(sample_type2) | 60 | 11.45605858 | 0.19093431 |
Greenhouse-Geisser Epsilon | 0.7027 |
---|---|
Huynh-Feldt-Lecoutre Epsilon | 0.7269 |
The GLM Procedure
Least Squares Means
hospbin | Head LSMEAN |
---|---|
3 | 1.48994944 |
6 | 0.50260402 |
9 | 1.93661615 |
hospbin | Body LSMEAN |
---|---|
3 | 1.70601904 |
6 | 0.67178747 |
9 | 1.75011958 |
hospbin | Tail LSMEAN |
---|---|
3 | 1.41474194 |
6 | 0.58657634 |
9 | 1.58369347 |
age_group | Head LSMEAN |
---|---|
1 | 2.91283093 |
2 | 0.36615967 |
3 | 0.65017901 |
age_group | Body LSMEAN |
---|---|
1 | 3.00317592 |
2 | 0.46956717 |
3 | 0.65518300 |
age_group | Tail LSMEAN |
---|---|
1 | 2.35579814 |
2 | 0.45609933 |
3 | 0.77311427 |
hospbin | age_group | Head LSMEAN |
---|---|---|
3 | 1 | 3.60553700 |
3 | 2 | 0.61312600 |
3 | 3 | 0.25118531 |
6 | 1 | 1.01132305 |
6 | 2 | 0.19644000 |
6 | 3 | 0.30004900 |
9 | 1 | 4.12163275 |
9 | 2 | 0.28891300 |
9 | 3 | 1.39930271 |
hospbin | age_group | Body LSMEAN |
---|---|---|
3 | 1 | 3.85860700 |
3 | 2 | 1.00373250 |
3 | 3 | 0.25571763 |
6 | 1 | 1.37444750 |
6 | 2 | 0.16978500 |
6 | 3 | 0.47112991 |
9 | 1 | 3.77647325 |
9 | 2 | 0.23518400 |
9 | 3 | 1.23870148 |
hospbin | age_group | Tail LSMEAN |
---|---|---|
3 | 1 | 3.07558667 |
3 | 2 | 0.85218850 |
3 | 3 | 0.31645065 |
6 | 1 | 1.01652575 |
6 | 2 | 0.29059350 |
6 | 3 | 0.45260976 |
9 | 1 | 2.97528200 |
9 | 2 | 0.22551600 |
9 | 3 | 1.55028241 |
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.KI67 |
Dependent Variable | percent_ki67 |
Covariance Structure | Unstructured |
Subject Effect | Case(hospbin) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
sample_type2 | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 6 |
Columns in X | 64 |
Columns in Z | 0 |
Subjects | 39 |
Max Obs per Subject | 3 |
Number of Observations | |
---|---|
Number of Observations Read | 117 |
Number of Observations Used | 117 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 446.46138402 | |
1 | 1 | 224.30343883 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(hospbin) | 6.7230 |
UN(2,1) | Case(hospbin) | 6.4731 |
UN(2,2) | Case(hospbin) | 6.3780 |
UN(3,1) | Case(hospbin) | 5.1006 |
UN(3,2) | Case(hospbin) | 5.0152 |
UN(3,3) | Case(hospbin) | 4.0607 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | 224.3 |
AIC (Smaller is Better) | 236.3 |
AICC (Smaller is Better) | 237.3 |
BIC (Smaller is Better) | 246.3 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
5 | 222.16 | <.0001 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
hospbin | 2 | 30 | 0.61 | 0.5479 |
age_group | 2 | 30 | 3.10 | 0.0598 |
hospbin*age_group | 4 | 30 | 0.41 | 0.7999 |
sample_type2 | 2 | 30 | 1.41 | 0.2595 |
hospbin*sample_type2 | 4 | 30 | 1.29 | 0.2979 |
age_group*sample_typ | 4 | 30 | 2.82 | 0.0424 |
hospbi*age_gr*sample | 8 | 30 | 0.71 | 0.6777 |
Least Squares Means | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
hospbin | 3 | 1.5369 | 0.7717 | 30 | 1.99 | 0.0556 | 0.05 | -0.03919 | 3.1130 | ||
hospbin | 6 | 0.5870 | 0.7449 | 30 | 0.79 | 0.4369 | 0.05 | -0.9343 | 2.1083 | ||
hospbin | 9 | 1.7568 | 0.9244 | 30 | 1.90 | 0.0670 | 0.05 | -0.1311 | 3.6447 | ||
age_group | 1 | 2.7573 | 0.7196 | 30 | 3.83 | 0.0006 | 0.05 | 1.2876 | 4.2270 | ||
age_group | 2 | 0.4306 | 1.1149 | 30 | 0.39 | 0.7020 | 0.05 | -1.8463 | 2.7075 | ||
age_group | 3 | 0.6928 | 0.4941 | 30 | 1.40 | 0.1711 | 0.05 | -0.3163 | 1.7019 | ||
hospbin*age_group | 3 | 1 | 3.5132 | 1.3654 | 30 | 2.57 | 0.0153 | 0.05 | 0.7247 | 6.3018 | |
hospbin*age_group | 3 | 2 | 0.8230 | 1.6723 | 30 | 0.49 | 0.6262 | 0.05 | -2.5923 | 4.2383 | |
hospbin*age_group | 3 | 3 | 0.2745 | 0.8362 | 30 | 0.33 | 0.7450 | 0.05 | -1.4332 | 1.9821 | |
hospbin*age_group | 6 | 1 | 1.1341 | 1.1825 | 30 | 0.96 | 0.3452 | 0.05 | -1.2809 | 3.5491 | |
hospbin*age_group | 6 | 2 | 0.2189 | 1.6723 | 30 | 0.13 | 0.8967 | 0.05 | -3.1964 | 3.6343 | |
hospbin*age_group | 6 | 3 | 0.4079 | 0.8939 | 30 | 0.46 | 0.6514 | 0.05 | -1.4176 | 2.2335 | |
hospbin*age_group | 9 | 1 | 3.6245 | 1.1825 | 30 | 3.07 | 0.0046 | 0.05 | 1.2095 | 6.0395 | |
hospbin*age_group | 9 | 2 | 0.2499 | 2.3650 | 30 | 0.11 | 0.9166 | 0.05 | -4.5801 | 5.0799 | |
hospbin*age_group | 9 | 3 | 1.3961 | 0.8362 | 30 | 1.67 | 0.1054 | 0.05 | -0.3116 | 3.1038 | |
sample_type2 | A | 1.3097 | 0.5175 | 30 | 2.53 | 0.0169 | 0.05 | 0.2529 | 2.3665 | ||
sample_type2 | B | 1.3760 | 0.5040 | 30 | 2.73 | 0.0105 | 0.05 | 0.3466 | 2.4053 | ||
sample_type2 | C | 1.1950 | 0.4022 | 30 | 2.97 | 0.0058 | 0.05 | 0.3737 | 2.0163 | ||
hospbin*sample_type2 | A | 3 | 1.4899 | 0.8461 | 30 | 1.76 | 0.0884 | 0.05 | -0.2380 | 3.2179 | |
hospbin*sample_type2 | B | 3 | 1.7060 | 0.8241 | 30 | 2.07 | 0.0471 | 0.05 | 0.02299 | 3.3890 | |
hospbin*sample_type2 | C | 3 | 1.4147 | 0.6576 | 30 | 2.15 | 0.0396 | 0.05 | 0.07183 | 2.7577 | |
hospbin*sample_type2 | A | 6 | 0.5026 | 0.8167 | 30 | 0.62 | 0.5429 | 0.05 | -1.1653 | 2.1705 | |
hospbin*sample_type2 | B | 6 | 0.6718 | 0.7954 | 30 | 0.84 | 0.4051 | 0.05 | -0.9527 | 2.2963 | |
hospbin*sample_type2 | C | 6 | 0.5866 | 0.6347 | 30 | 0.92 | 0.3628 | 0.05 | -0.7097 | 1.8828 | |
hospbin*sample_type2 | A | 9 | 1.9366 | 1.0135 | 30 | 1.91 | 0.0656 | 0.05 | -0.1332 | 4.0064 | |
hospbin*sample_type2 | B | 9 | 1.7501 | 0.9871 | 30 | 1.77 | 0.0864 | 0.05 | -0.2659 | 3.7661 | |
hospbin*sample_type2 | C | 9 | 1.5837 | 0.7876 | 30 | 2.01 | 0.0534 | 0.05 | -0.02488 | 3.1923 | |
age_group*sample_typ | A | 1 | 2.9128 | 0.7890 | 30 | 3.69 | 0.0009 | 0.05 | 1.3015 | 4.5242 | |
age_group*sample_typ | B | 1 | 3.0032 | 0.7685 | 30 | 3.91 | 0.0005 | 0.05 | 1.4337 | 4.5726 | |
age_group*sample_typ | C | 1 | 2.3558 | 0.6132 | 30 | 3.84 | 0.0006 | 0.05 | 1.1035 | 3.6081 | |
age_group*sample_typ | A | 2 | 0.3662 | 1.2223 | 30 | 0.30 | 0.7666 | 0.05 | -2.1301 | 2.8624 | |
age_group*sample_typ | B | 2 | 0.4696 | 1.1905 | 30 | 0.39 | 0.6961 | 0.05 | -1.9618 | 2.9009 | |
age_group*sample_typ | C | 2 | 0.4561 | 0.9499 | 30 | 0.48 | 0.6346 | 0.05 | -1.4839 | 2.3961 | |
age_group*sample_typ | A | 3 | 0.6502 | 0.5417 | 30 | 1.20 | 0.2395 | 0.05 | -0.4562 | 1.7565 | |
age_group*sample_typ | B | 3 | 0.6552 | 0.5276 | 30 | 1.24 | 0.2240 | 0.05 | -0.4224 | 1.7328 | |
age_group*sample_typ | C | 3 | 0.7731 | 0.4210 | 30 | 1.84 | 0.0762 | 0.05 | -0.08671 | 1.6329 | |
hospbi*age_gr*sample | A | 3 | 1 | 3.6055 | 1.4970 | 30 | 2.41 | 0.0224 | 0.05 | 0.5483 | 6.6628 |
hospbi*age_gr*sample | B | 3 | 1 | 3.8586 | 1.4581 | 30 | 2.65 | 0.0128 | 0.05 | 0.8808 | 6.8364 |
hospbi*age_gr*sample | C | 3 | 1 | 3.0756 | 1.1634 | 30 | 2.64 | 0.0129 | 0.05 | 0.6996 | 5.4516 |
hospbi*age_gr*sample | A | 3 | 2 | 0.6131 | 1.8334 | 30 | 0.33 | 0.7404 | 0.05 | -3.1313 | 4.3575 |
hospbi*age_gr*sample | B | 3 | 2 | 1.0037 | 1.7858 | 30 | 0.56 | 0.5782 | 0.05 | -2.6433 | 4.6508 |
hospbi*age_gr*sample | C | 3 | 2 | 0.8522 | 1.4249 | 30 | 0.60 | 0.5543 | 0.05 | -2.0578 | 3.7622 |
hospbi*age_gr*sample | A | 3 | 3 | 0.2512 | 0.9167 | 30 | 0.27 | 0.7860 | 0.05 | -1.6210 | 2.1234 |
hospbi*age_gr*sample | B | 3 | 3 | 0.2557 | 0.8929 | 30 | 0.29 | 0.7765 | 0.05 | -1.5678 | 2.0792 |
hospbi*age_gr*sample | C | 3 | 3 | 0.3165 | 0.7124 | 30 | 0.44 | 0.6601 | 0.05 | -1.1386 | 1.7715 |
hospbi*age_gr*sample | A | 6 | 1 | 1.0113 | 1.2964 | 30 | 0.78 | 0.4415 | 0.05 | -1.6364 | 3.6590 |
hospbi*age_gr*sample | B | 6 | 1 | 1.3744 | 1.2627 | 30 | 1.09 | 0.2851 | 0.05 | -1.2044 | 3.9533 |
hospbi*age_gr*sample | C | 6 | 1 | 1.0165 | 1.0076 | 30 | 1.01 | 0.3211 | 0.05 | -1.0412 | 3.0742 |
hospbi*age_gr*sample | A | 6 | 2 | 0.1964 | 1.8334 | 30 | 0.11 | 0.9154 | 0.05 | -3.5479 | 3.9408 |
hospbi*age_gr*sample | B | 6 | 2 | 0.1698 | 1.7858 | 30 | 0.10 | 0.9249 | 0.05 | -3.4772 | 3.8168 |
hospbi*age_gr*sample | C | 6 | 2 | 0.2906 | 1.4249 | 30 | 0.20 | 0.8398 | 0.05 | -2.6194 | 3.2006 |
hospbi*age_gr*sample | A | 6 | 3 | 0.3000 | 0.9800 | 30 | 0.31 | 0.7616 | 0.05 | -1.7014 | 2.3015 |
hospbi*age_gr*sample | B | 6 | 3 | 0.4711 | 0.9545 | 30 | 0.49 | 0.6252 | 0.05 | -1.4783 | 2.4205 |
hospbi*age_gr*sample | C | 6 | 3 | 0.4526 | 0.7616 | 30 | 0.59 | 0.5568 | 0.05 | -1.1029 | 2.0081 |
hospbi*age_gr*sample | A | 9 | 1 | 4.1216 | 1.2964 | 30 | 3.18 | 0.0034 | 0.05 | 1.4740 | 6.7693 |
hospbi*age_gr*sample | B | 9 | 1 | 3.7765 | 1.2627 | 30 | 2.99 | 0.0055 | 0.05 | 1.1976 | 6.3553 |
hospbi*age_gr*sample | C | 9 | 1 | 2.9753 | 1.0076 | 30 | 2.95 | 0.0061 | 0.05 | 0.9176 | 5.0330 |
hospbi*age_gr*sample | A | 9 | 2 | 0.2889 | 2.5929 | 30 | 0.11 | 0.9120 | 0.05 | -5.0064 | 5.5843 |
hospbi*age_gr*sample | B | 9 | 2 | 0.2352 | 2.5255 | 30 | 0.09 | 0.9264 | 0.05 | -4.9225 | 5.3929 |
hospbi*age_gr*sample | C | 9 | 2 | 0.2255 | 2.0151 | 30 | 0.11 | 0.9116 | 0.05 | -3.8899 | 4.3409 |
hospbi*age_gr*sample | A | 9 | 3 | 1.3993 | 0.9167 | 30 | 1.53 | 0.1374 | 0.05 | -0.4729 | 3.2715 |
hospbi*age_gr*sample | B | 9 | 3 | 1.2387 | 0.8929 | 30 | 1.39 | 0.1756 | 0.05 | -0.5848 | 3.0622 |
hospbi*age_gr*sample | C | 9 | 3 | 1.5503 | 0.7124 | 30 | 2.18 | 0.0376 | 0.05 | 0.09527 | 3.0053 |
Differences of Least Squares Means | ||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | _sample_type2 | hospbin | _age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
hospbin | 3 | 6 | 0.9499 | 1.0726 | 30 | 0.89 | 0.3829 | Tukey-Kramer | 0.6534 | 0.05 | -1.2406 | 3.1404 | -1.6943 | 3.5941 | ||||
hospbin | 3 | 9 | -0.2199 | 1.2042 | 30 | -0.18 | 0.8563 | Tukey-Kramer | 0.9818 | 0.05 | -2.6792 | 2.2394 | -3.1886 | 2.7488 | ||||
hospbin | 6 | 9 | -1.1698 | 1.1872 | 30 | -0.99 | 0.3323 | Tukey-Kramer | 0.5916 | 0.05 | -3.5944 | 1.2547 | -4.0965 | 1.7569 | ||||
age_group | 1 | 2 | 2.3267 | 1.3270 | 30 | 1.75 | 0.0898 | Tukey-Kramer | 0.2026 | 0.05 | -0.3834 | 5.0367 | -0.9446 | 5.5980 | ||||
age_group | 1 | 3 | 2.0644 | 0.8730 | 30 | 2.36 | 0.0247 | Tukey-Kramer | 0.0621 | 0.05 | 0.2816 | 3.8472 | -0.08760 | 4.2165 | ||||
age_group | 2 | 3 | -0.2622 | 1.2195 | 30 | -0.22 | 0.8312 | Tukey-Kramer | 0.9749 | 0.05 | -2.7527 | 2.2283 | -3.2685 | 2.7441 | ||||
hospbin*age_group | 3 | 1 | 3 | 2 | 2.6902 | 2.1589 | 30 | 1.25 | 0.2224 | Tukey-Kramer | 0.9389 | 0.05 | -1.7189 | 7.0994 | -4.5152 | 9.8957 | ||
hospbin*age_group | 3 | 1 | 3 | 3 | 3.2388 | 1.6011 | 30 | 2.02 | 0.0521 | Tukey-Kramer | 0.5405 | 0.05 | -0.03112 | 6.5087 | -2.1049 | 8.5825 | ||
hospbin*age_group | 3 | 1 | 6 | 1 | 2.3791 | 1.8063 | 30 | 1.32 | 0.1978 | Tukey-Kramer | 0.9182 | 0.05 | -1.3098 | 6.0681 | -3.6494 | 8.4077 | ||
hospbin*age_group | 3 | 1 | 6 | 2 | 3.2943 | 2.1589 | 30 | 1.53 | 0.1375 | Tukey-Kramer | 0.8347 | 0.05 | -1.1148 | 7.7035 | -3.9112 | 10.4998 | ||
hospbin*age_group | 3 | 1 | 6 | 3 | 3.1053 | 1.6320 | 30 | 1.90 | 0.0667 | Tukey-Kramer | 0.6171 | 0.05 | -0.2277 | 6.4383 | -2.3415 | 8.5521 | ||
hospbin*age_group | 3 | 1 | 9 | 1 | -0.1112 | 1.8063 | 30 | -0.06 | 0.9513 | Tukey-Kramer | 1.0000 | 0.05 | -3.8002 | 3.5777 | -6.1398 | 5.9173 | ||
hospbin*age_group | 3 | 1 | 9 | 2 | 3.2634 | 2.7309 | 30 | 1.19 | 0.2415 | Tukey-Kramer | 0.9514 | 0.05 | -2.3138 | 8.8406 | -5.8509 | 12.3777 | ||
hospbin*age_group | 3 | 1 | 9 | 3 | 2.1171 | 1.6011 | 30 | 1.32 | 0.1961 | Tukey-Kramer | 0.9166 | 0.05 | -1.1528 | 5.3871 | -3.2266 | 7.4609 | ||
hospbin*age_group | 3 | 2 | 3 | 3 | 0.5486 | 1.8697 | 30 | 0.29 | 0.7712 | Tukey-Kramer | 1.0000 | 0.05 | -3.2699 | 4.3670 | -5.6916 | 6.7887 | ||
hospbin*age_group | 3 | 2 | 6 | 1 | -0.3111 | 2.0482 | 30 | -0.15 | 0.8803 | Tukey-Kramer | 1.0000 | 0.05 | -4.4940 | 3.8718 | -7.1468 | 6.5246 | ||
hospbin*age_group | 3 | 2 | 6 | 2 | 0.6041 | 2.3650 | 30 | 0.26 | 0.8001 | Tukey-Kramer | 1.0000 | 0.05 | -4.2259 | 5.4341 | -7.2891 | 8.4973 | ||
hospbin*age_group | 3 | 2 | 6 | 3 | 0.4151 | 1.8962 | 30 | 0.22 | 0.8282 | Tukey-Kramer | 1.0000 | 0.05 | -3.4575 | 4.2877 | -5.9136 | 6.7437 | ||
hospbin*age_group | 3 | 2 | 9 | 1 | -2.8014 | 2.0482 | 30 | -1.37 | 0.1815 | Tukey-Kramer | 0.9011 | 0.05 | -6.9843 | 1.3814 | -9.6372 | 4.0343 | ||
hospbin*age_group | 3 | 2 | 9 | 2 | 0.5731 | 2.8965 | 30 | 0.20 | 0.8445 | Tukey-Kramer | 1.0000 | 0.05 | -5.3424 | 6.4886 | -9.0940 | 10.2403 | ||
hospbin*age_group | 3 | 2 | 9 | 3 | -0.5731 | 1.8697 | 30 | -0.31 | 0.7613 | Tukey-Kramer | 1.0000 | 0.05 | -4.3915 | 3.2454 | -6.8132 | 5.6670 | ||
hospbin*age_group | 3 | 3 | 6 | 1 | -0.8596 | 1.4483 | 30 | -0.59 | 0.5572 | Tukey-Kramer | 0.9995 | 0.05 | -3.8174 | 2.0981 | -5.6932 | 3.9739 | ||
hospbin*age_group | 3 | 3 | 6 | 2 | 0.05551 | 1.8697 | 30 | 0.03 | 0.9765 | Tukey-Kramer | 1.0000 | 0.05 | -3.7629 | 3.8739 | -6.1846 | 6.2956 | ||
hospbin*age_group | 3 | 3 | 6 | 3 | -0.1335 | 1.2240 | 30 | -0.11 | 0.9139 | Tukey-Kramer | 1.0000 | 0.05 | -2.6332 | 2.3663 | -4.2186 | 3.9516 | ||
hospbin*age_group | 3 | 3 | 9 | 1 | -3.3500 | 1.4483 | 30 | -2.31 | 0.0278 | Tukey-Kramer | 0.3661 | 0.05 | -6.3078 | -0.3923 | -8.1836 | 1.4836 | ||
hospbin*age_group | 3 | 3 | 9 | 2 | 0.02458 | 2.5085 | 30 | 0.01 | 0.9922 | Tukey-Kramer | 1.0000 | 0.05 | -5.0984 | 5.1476 | -8.3474 | 8.3966 | ||
hospbin*age_group | 3 | 3 | 9 | 3 | -1.1216 | 1.1825 | 30 | -0.95 | 0.3504 | Tukey-Kramer | 0.9878 | 0.05 | -3.5366 | 1.2933 | -5.0682 | 2.8250 | ||
hospbin*age_group | 6 | 1 | 6 | 2 | 0.9152 | 2.0482 | 30 | 0.45 | 0.6582 | Tukey-Kramer | 0.9999 | 0.05 | -3.2677 | 5.0980 | -5.9206 | 7.7509 | ||
hospbin*age_group | 6 | 1 | 6 | 3 | 0.7262 | 1.4823 | 30 | 0.49 | 0.6278 | Tukey-Kramer | 0.9999 | 0.05 | -2.3012 | 3.7535 | -4.2212 | 5.6735 | ||
hospbin*age_group | 6 | 1 | 9 | 1 | -2.4904 | 1.6723 | 30 | -1.49 | 0.1469 | Tukey-Kramer | 0.8517 | 0.05 | -5.9057 | 0.9249 | -8.0717 | 3.0910 | ||
hospbin*age_group | 6 | 1 | 9 | 2 | 0.8842 | 2.6442 | 30 | 0.33 | 0.7404 | Tukey-Kramer | 1.0000 | 0.05 | -4.5159 | 6.2843 | -7.9406 | 9.7091 | ||
hospbin*age_group | 6 | 1 | 9 | 3 | -0.2620 | 1.4483 | 30 | -0.18 | 0.8577 | Tukey-Kramer | 1.0000 | 0.05 | -3.2197 | 2.6958 | -5.0956 | 4.5716 | ||
hospbin*age_group | 6 | 2 | 6 | 3 | -0.1890 | 1.8962 | 30 | -0.10 | 0.9213 | Tukey-Kramer | 1.0000 | 0.05 | -4.0616 | 3.6836 | -6.5176 | 6.1397 | ||
hospbin*age_group | 6 | 2 | 9 | 1 | -3.4055 | 2.0482 | 30 | -1.66 | 0.1068 | Tukey-Kramer | 0.7631 | 0.05 | -7.5884 | 0.7774 | -10.2412 | 3.4302 | ||
hospbin*age_group | 6 | 2 | 9 | 2 | -0.03093 | 2.8965 | 30 | -0.01 | 0.9916 | Tukey-Kramer | 1.0000 | 0.05 | -5.9464 | 5.8846 | -9.6981 | 9.6362 | ||
hospbin*age_group | 6 | 2 | 9 | 3 | -1.1772 | 1.8697 | 30 | -0.63 | 0.5337 | Tukey-Kramer | 0.9993 | 0.05 | -4.9956 | 2.6413 | -7.4173 | 5.0630 | ||
hospbin*age_group | 6 | 3 | 9 | 1 | -3.2165 | 1.4823 | 30 | -2.17 | 0.0381 | Tukey-Kramer | 0.4489 | 0.05 | -6.2439 | -0.1892 | -8.1639 | 1.7308 | ||
hospbin*age_group | 6 | 3 | 9 | 2 | 0.1581 | 2.5283 | 30 | 0.06 | 0.9506 | Tukey-Kramer | 1.0000 | 0.05 | -5.0054 | 5.3215 | -8.2801 | 8.5962 | ||
hospbin*age_group | 6 | 3 | 9 | 3 | -0.9882 | 1.2240 | 30 | -0.81 | 0.4258 | Tukey-Kramer | 0.9958 | 0.05 | -3.4879 | 1.5116 | -5.0733 | 3.0970 | ||
hospbin*age_group | 9 | 1 | 9 | 2 | 3.3746 | 2.6442 | 30 | 1.28 | 0.2117 | Tukey-Kramer | 0.9306 | 0.05 | -2.0255 | 8.7747 | -5.4503 | 12.1995 | ||
hospbin*age_group | 9 | 1 | 9 | 3 | 2.2284 | 1.4483 | 30 | 1.54 | 0.1344 | Tukey-Kramer | 0.8285 | 0.05 | -0.7294 | 5.1861 | -2.6052 | 7.0619 | ||
hospbin*age_group | 9 | 2 | 9 | 3 | -1.1462 | 2.5085 | 30 | -0.46 | 0.6510 | Tukey-Kramer | 0.9999 | 0.05 | -6.2692 | 3.9767 | -9.5182 | 7.2258 | ||
sample_type2 | A | B | -0.06625 | 0.07852 | 30 | -0.84 | 0.4055 | Tukey-Kramer | 0.6792 | 0.05 | -0.2266 | 0.09410 | -0.2598 | 0.1273 | ||||
sample_type2 | A | C | 0.1147 | 0.1523 | 30 | 0.75 | 0.4572 | Tukey-Kramer | 0.7341 | 0.05 | -0.1964 | 0.4258 | -0.2608 | 0.4902 | ||||
sample_type2 | B | C | 0.1810 | 0.1275 | 30 | 1.42 | 0.1662 | Tukey-Kramer | 0.3441 | 0.05 | -0.07947 | 0.4414 | -0.1334 | 0.4953 | ||||
hospbin*sample_type2 | A | 3 | B | 3 | -0.2161 | 0.1284 | 30 | -1.68 | 0.1027 | Tukey-Kramer | 0.7516 | 0.05 | -0.4783 | 0.04612 | -0.6445 | 0.2124 | ||
hospbin*sample_type2 | A | 3 | C | 3 | 0.07521 | 0.2491 | 30 | 0.30 | 0.7648 | Tukey-Kramer | 1.0000 | 0.05 | -0.4334 | 0.5838 | -0.7560 | 0.9064 | ||
hospbin*sample_type2 | A | 3 | A | 6 | 0.9873 | 1.1759 | 30 | 0.84 | 0.4078 | Tukey-Kramer | 0.9945 | 0.05 | -1.4142 | 3.3889 | -2.9374 | 4.9120 | ||
hospbin*sample_type2 | A | 3 | B | 6 | 0.8182 | 1.1613 | 30 | 0.70 | 0.4865 | Tukey-Kramer | 0.9983 | 0.05 | -1.5535 | 3.1898 | -3.0577 | 4.6940 | ||
hospbin*sample_type2 | A | 3 | C | 6 | 0.9034 | 1.0577 | 30 | 0.85 | 0.3998 | Tukey-Kramer | 0.9938 | 0.05 | -1.2567 | 3.0635 | -2.6267 | 4.4334 | ||
hospbin*sample_type2 | A | 3 | A | 9 | -0.4467 | 1.3202 | 30 | -0.34 | 0.7375 | Tukey-Kramer | 1.0000 | 0.05 | -3.1429 | 2.2496 | -4.8529 | 3.9596 | ||
hospbin*sample_type2 | A | 3 | B | 9 | -0.2602 | 1.3001 | 30 | -0.20 | 0.8427 | Tukey-Kramer | 1.0000 | 0.05 | -2.9153 | 2.3950 | -4.5993 | 4.0789 | ||
hospbin*sample_type2 | A | 3 | C | 9 | -0.09374 | 1.1560 | 30 | -0.08 | 0.9359 | Tukey-Kramer | 1.0000 | 0.05 | -2.4545 | 2.2670 | -3.9518 | 3.7643 | ||
hospbin*sample_type2 | B | 3 | C | 3 | 0.2913 | 0.2085 | 30 | 1.40 | 0.1727 | Tukey-Kramer | 0.8902 | 0.05 | -0.1346 | 0.7171 | -0.4046 | 0.9872 | ||
hospbin*sample_type2 | B | 3 | A | 6 | 1.2034 | 1.1602 | 30 | 1.04 | 0.3079 | Tukey-Kramer | 0.9787 | 0.05 | -1.1661 | 3.5729 | -2.6688 | 5.0756 | ||
hospbin*sample_type2 | B | 3 | B | 6 | 1.0342 | 1.1454 | 30 | 0.90 | 0.3737 | Tukey-Kramer | 0.9911 | 0.05 | -1.3049 | 3.3734 | -2.7884 | 4.8569 | ||
hospbin*sample_type2 | B | 3 | C | 6 | 1.1194 | 1.0402 | 30 | 1.08 | 0.2904 | Tukey-Kramer | 0.9734 | 0.05 | -1.0049 | 3.2438 | -2.3522 | 4.5910 | ||
hospbin*sample_type2 | B | 3 | A | 9 | -0.2306 | 1.3062 | 30 | -0.18 | 0.8611 | Tukey-Kramer | 1.0000 | 0.05 | -2.8983 | 2.4371 | -4.5902 | 4.1290 | ||
hospbin*sample_type2 | B | 3 | B | 9 | -0.04410 | 1.2859 | 30 | -0.03 | 0.9729 | Tukey-Kramer | 1.0000 | 0.05 | -2.6703 | 2.5821 | -4.3358 | 4.2476 | ||
hospbin*sample_type2 | B | 3 | C | 9 | 0.1223 | 1.1400 | 30 | 0.11 | 0.9153 | Tukey-Kramer | 1.0000 | 0.05 | -2.2058 | 2.4504 | -3.6823 | 3.9269 | ||
hospbin*sample_type2 | C | 3 | A | 6 | 0.9121 | 1.0485 | 30 | 0.87 | 0.3912 | Tukey-Kramer | 0.9930 | 0.05 | -1.2292 | 3.0535 | -2.5872 | 4.4115 | ||
hospbin*sample_type2 | C | 3 | B | 6 | 0.7430 | 1.0320 | 30 | 0.72 | 0.4772 | Tukey-Kramer | 0.9981 | 0.05 | -1.3648 | 2.8507 | -2.7015 | 4.1874 | ||
hospbin*sample_type2 | C | 3 | C | 6 | 0.8282 | 0.9139 | 30 | 0.91 | 0.3721 | Tukey-Kramer | 0.9909 | 0.05 | -1.0383 | 2.6946 | -2.2220 | 3.8783 | ||
hospbin*sample_type2 | C | 3 | A | 9 | -0.5219 | 1.2081 | 30 | -0.43 | 0.6688 | Tukey-Kramer | 1.0000 | 0.05 | -2.9891 | 1.9454 | -4.5539 | 3.5102 | ||
hospbin*sample_type2 | C | 3 | B | 9 | -0.3354 | 1.1861 | 30 | -0.28 | 0.7793 | Tukey-Kramer | 1.0000 | 0.05 | -2.7577 | 2.0869 | -4.2939 | 3.6232 | ||
hospbin*sample_type2 | C | 3 | C | 9 | -0.1690 | 1.0260 | 30 | -0.16 | 0.8703 | Tukey-Kramer | 1.0000 | 0.05 | -2.2644 | 1.9265 | -3.5934 | 3.2555 | ||
hospbin*sample_type2 | A | 6 | B | 6 | -0.1692 | 0.1239 | 30 | -1.37 | 0.1823 | Tukey-Kramer | 0.9020 | 0.05 | -0.4223 | 0.08389 | -0.5828 | 0.2444 | ||
hospbin*sample_type2 | A | 6 | C | 6 | -0.08397 | 0.2404 | 30 | -0.35 | 0.7293 | Tukey-Kramer | 1.0000 | 0.05 | -0.5749 | 0.4070 | -0.8863 | 0.7184 | ||
hospbin*sample_type2 | A | 6 | A | 9 | -1.4340 | 1.3016 | 30 | -1.10 | 0.2793 | Tukey-Kramer | 0.9695 | 0.05 | -4.0922 | 1.2242 | -5.7780 | 2.9100 | ||
hospbin*sample_type2 | A | 6 | B | 9 | -1.2475 | 1.2812 | 30 | -0.97 | 0.3380 | Tukey-Kramer | 0.9856 | 0.05 | -3.8640 | 1.3690 | -5.5234 | 3.0284 | ||
hospbin*sample_type2 | A | 6 | C | 9 | -1.0811 | 1.1346 | 30 | -0.95 | 0.3483 | Tukey-Kramer | 0.9874 | 0.05 | -3.3983 | 1.2361 | -4.8679 | 2.7057 | ||
hospbin*sample_type2 | B | 6 | C | 6 | 0.08521 | 0.2013 | 30 | 0.42 | 0.6750 | Tukey-Kramer | 1.0000 | 0.05 | -0.3258 | 0.4962 | -0.5865 | 0.7569 | ||
hospbin*sample_type2 | B | 6 | A | 9 | -1.2648 | 1.2884 | 30 | -0.98 | 0.3341 | Tukey-Kramer | 0.9848 | 0.05 | -3.8960 | 1.3663 | -5.5647 | 3.0351 | ||
hospbin*sample_type2 | B | 6 | B | 9 | -1.0783 | 1.2677 | 30 | -0.85 | 0.4017 | Tukey-Kramer | 0.9940 | 0.05 | -3.6674 | 1.5107 | -5.3094 | 3.1527 | ||
hospbin*sample_type2 | B | 6 | C | 9 | -0.9119 | 1.1194 | 30 | -0.81 | 0.4217 | Tukey-Kramer | 0.9955 | 0.05 | -3.1981 | 1.3743 | -4.6480 | 2.8242 | ||
hospbin*sample_type2 | C | 6 | A | 9 | -1.3500 | 1.1958 | 30 | -1.13 | 0.2679 | Tukey-Kramer | 0.9648 | 0.05 | -3.7922 | 1.0921 | -5.3411 | 2.6410 | ||
hospbin*sample_type2 | C | 6 | B | 9 | -1.1635 | 1.1736 | 30 | -0.99 | 0.3294 | Tukey-Kramer | 0.9839 | 0.05 | -3.5603 | 1.2332 | -5.0803 | 2.7532 | ||
hospbin*sample_type2 | C | 6 | C | 9 | -0.9971 | 1.0115 | 30 | -0.99 | 0.3321 | Tukey-Kramer | 0.9844 | 0.05 | -3.0630 | 1.0687 | -4.3731 | 2.3789 | ||
hospbin*sample_type2 | A | 9 | B | 9 | 0.1865 | 0.1538 | 30 | 1.21 | 0.2347 | Tukey-Kramer | 0.9473 | 0.05 | -0.1276 | 0.5006 | -0.3267 | 0.6997 | ||
hospbin*sample_type2 | A | 9 | C | 9 | 0.3529 | 0.2983 | 30 | 1.18 | 0.2461 | Tukey-Kramer | 0.9541 | 0.05 | -0.2563 | 0.9622 | -0.6427 | 1.3486 | ||
hospbin*sample_type2 | B | 9 | C | 9 | 0.1664 | 0.2498 | 30 | 0.67 | 0.5103 | Tukey-Kramer | 0.9989 | 0.05 | -0.3436 | 0.6765 | -0.6671 | 1.0000 | ||
age_group*sample_typ | A | 1 | B | 1 | -0.09034 | 0.1197 | 30 | -0.75 | 0.4563 | Tukey-Kramer | 0.9973 | 0.05 | -0.3348 | 0.1541 | -0.4899 | 0.3092 | ||
age_group*sample_typ | A | 1 | C | 1 | 0.5570 | 0.2322 | 30 | 2.40 | 0.0229 | Tukey-Kramer | 0.3208 | 0.05 | 0.08272 | 1.0313 | -0.2181 | 1.3322 | ||
age_group*sample_typ | A | 1 | A | 2 | 2.5467 | 1.4548 | 30 | 1.75 | 0.0903 | Tukey-Kramer | 0.7120 | 0.05 | -0.4245 | 5.5178 | -2.3088 | 7.4021 | ||
age_group*sample_typ | A | 1 | B | 2 | 2.4433 | 1.4282 | 30 | 1.71 | 0.0975 | Tukey-Kramer | 0.7356 | 0.05 | -0.4736 | 5.3601 | -2.3234 | 7.2100 | ||
age_group*sample_typ | A | 1 | C | 2 | 2.4567 | 1.2349 | 30 | 1.99 | 0.0558 | Tukey-Kramer | 0.5617 | 0.05 | -0.06518 | 4.9786 | -1.6646 | 6.5781 | ||
age_group*sample_typ | A | 1 | A | 3 | 2.2627 | 0.9571 | 30 | 2.36 | 0.0247 | Tukey-Kramer | 0.3386 | 0.05 | 0.3081 | 4.2172 | -0.9315 | 5.4568 | ||
age_group*sample_typ | A | 1 | B | 3 | 2.2576 | 0.9492 | 30 | 2.38 | 0.0239 | Tukey-Kramer | 0.3311 | 0.05 | 0.3192 | 4.1961 | -0.9102 | 5.4255 | ||
age_group*sample_typ | A | 1 | C | 3 | 2.1397 | 0.8943 | 30 | 2.39 | 0.0232 | Tukey-Kramer | 0.3238 | 0.05 | 0.3133 | 3.9661 | -0.8450 | 5.1244 | ||
age_group*sample_typ | B | 1 | C | 1 | 0.6474 | 0.1944 | 30 | 3.33 | 0.0023 | Tukey-Kramer | 0.0509 | 0.05 | 0.2503 | 1.0445 | -0.00155 | 1.2963 | ||
age_group*sample_typ | B | 1 | A | 2 | 2.6370 | 1.4438 | 30 | 1.83 | 0.0777 | Tukey-Kramer | 0.6653 | 0.05 | -0.3116 | 5.5856 | -2.1817 | 7.4557 | ||
age_group*sample_typ | B | 1 | B | 2 | 2.5336 | 1.4170 | 30 | 1.79 | 0.0839 | Tukey-Kramer | 0.6891 | 0.05 | -0.3603 | 5.4275 | -2.1956 | 7.2628 | ||
age_group*sample_typ | B | 1 | C | 2 | 2.5471 | 1.2219 | 30 | 2.08 | 0.0457 | Tukey-Kramer | 0.5015 | 0.05 | 0.05172 | 5.0424 | -1.5309 | 6.6250 | ||
age_group*sample_typ | B | 1 | A | 3 | 2.3530 | 0.9402 | 30 | 2.50 | 0.0180 | Tukey-Kramer | 0.2704 | 0.05 | 0.4328 | 4.2732 | -0.7850 | 5.4910 | ||
age_group*sample_typ | B | 1 | B | 3 | 2.3480 | 0.9322 | 30 | 2.52 | 0.0173 | Tukey-Kramer | 0.2631 | 0.05 | 0.4442 | 4.2518 | -0.7631 | 5.4591 | ||
age_group*sample_typ | B | 1 | C | 3 | 2.2301 | 0.8762 | 30 | 2.55 | 0.0163 | Tukey-Kramer | 0.2515 | 0.05 | 0.4405 | 4.0196 | -0.6944 | 5.1545 | ||
age_group*sample_typ | C | 1 | A | 2 | 1.9896 | 1.3675 | 30 | 1.45 | 0.1561 | Tukey-Kramer | 0.8668 | 0.05 | -0.8031 | 4.7824 | -2.5743 | 6.5536 | ||
age_group*sample_typ | C | 1 | B | 2 | 1.8862 | 1.3391 | 30 | 1.41 | 0.1693 | Tukey-Kramer | 0.8858 | 0.05 | -0.8487 | 4.6211 | -2.5832 | 6.3556 | ||
age_group*sample_typ | C | 1 | C | 2 | 1.8997 | 1.1306 | 30 | 1.68 | 0.1033 | Tukey-Kramer | 0.7532 | 0.05 | -0.4094 | 4.2088 | -1.8738 | 5.6732 | ||
age_group*sample_typ | C | 1 | A | 3 | 1.7056 | 0.8182 | 30 | 2.08 | 0.0457 | Tukey-Kramer | 0.5015 | 0.05 | 0.03463 | 3.3766 | -1.0251 | 4.4364 | ||
age_group*sample_typ | C | 1 | B | 3 | 1.7006 | 0.8089 | 30 | 2.10 | 0.0440 | Tukey-Kramer | 0.4904 | 0.05 | 0.04853 | 3.3527 | -0.9992 | 4.4005 | ||
age_group*sample_typ | C | 1 | C | 3 | 1.5827 | 0.7438 | 30 | 2.13 | 0.0417 | Tukey-Kramer | 0.4746 | 0.05 | 0.06364 | 3.1017 | -0.8997 | 4.0651 | ||
age_group*sample_typ | A | 2 | B | 2 | -0.1034 | 0.1855 | 30 | -0.56 | 0.5813 | Tukey-Kramer | 0.9997 | 0.05 | -0.4822 | 0.2754 | -0.7224 | 0.5156 | ||
age_group*sample_typ | A | 2 | C | 2 | -0.08994 | 0.3598 | 30 | -0.25 | 0.8043 | Tukey-Kramer | 1.0000 | 0.05 | -0.8247 | 0.6449 | -1.2907 | 1.1109 | ||
age_group*sample_typ | A | 2 | A | 3 | -0.2840 | 1.3370 | 30 | -0.21 | 0.8332 | Tukey-Kramer | 1.0000 | 0.05 | -3.0145 | 2.4464 | -4.7461 | 4.1781 | ||
age_group*sample_typ | A | 2 | B | 3 | -0.2890 | 1.3313 | 30 | -0.22 | 0.8296 | Tukey-Kramer | 1.0000 | 0.05 | -3.0079 | 2.4299 | -4.7323 | 4.1542 | ||
age_group*sample_typ | A | 2 | C | 3 | -0.4070 | 1.2928 | 30 | -0.31 | 0.7551 | Tukey-Kramer | 1.0000 | 0.05 | -3.0471 | 2.2332 | -4.7216 | 3.9077 | ||
age_group*sample_typ | B | 2 | C | 2 | 0.01347 | 0.3012 | 30 | 0.04 | 0.9646 | Tukey-Kramer | 1.0000 | 0.05 | -0.6017 | 0.6286 | -0.9918 | 1.0188 | ||
age_group*sample_typ | B | 2 | A | 3 | -0.1806 | 1.3080 | 30 | -0.14 | 0.8911 | Tukey-Kramer | 1.0000 | 0.05 | -2.8518 | 2.4906 | -4.5460 | 4.1847 | ||
age_group*sample_typ | B | 2 | B | 3 | -0.1856 | 1.3022 | 30 | -0.14 | 0.8876 | Tukey-Kramer | 1.0000 | 0.05 | -2.8451 | 2.4738 | -4.5317 | 4.1605 | ||
age_group*sample_typ | B | 2 | C | 3 | -0.3035 | 1.2628 | 30 | -0.24 | 0.8117 | Tukey-Kramer | 1.0000 | 0.05 | -2.8825 | 2.2754 | -4.5180 | 3.9109 | ||
age_group*sample_typ | C | 2 | A | 3 | -0.1941 | 1.0935 | 30 | -0.18 | 0.8603 | Tukey-Kramer | 1.0000 | 0.05 | -2.4274 | 2.0392 | -3.8438 | 3.4556 | ||
age_group*sample_typ | C | 2 | B | 3 | -0.1991 | 1.0866 | 30 | -0.18 | 0.8559 | Tukey-Kramer | 1.0000 | 0.05 | -2.4183 | 2.0201 | -3.8257 | 3.4276 | ||
age_group*sample_typ | C | 2 | C | 3 | -0.3170 | 1.0390 | 30 | -0.31 | 0.7624 | Tukey-Kramer | 1.0000 | 0.05 | -2.4390 | 1.8050 | -3.7848 | 3.1508 | ||
age_group*sample_typ | A | 3 | B | 3 | -0.00500 | 0.08220 | 30 | -0.06 | 0.9519 | Tukey-Kramer | 1.0000 | 0.05 | -0.1729 | 0.1629 | -0.2793 | 0.2693 | ||
age_group*sample_typ | A | 3 | C | 3 | -0.1229 | 0.1595 | 30 | -0.77 | 0.4468 | Tukey-Kramer | 0.9969 | 0.05 | -0.4486 | 0.2027 | -0.6551 | 0.4093 | ||
age_group*sample_typ | B | 3 | C | 3 | -0.1179 | 0.1335 | 30 | -0.88 | 0.3841 | Tukey-Kramer | 0.9923 | 0.05 | -0.3906 | 0.1547 | -0.5635 | 0.3276 | ||
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 1 | -0.2531 | 0.2271 | 30 | -1.11 | 0.2741 | Tukey-Kramer | 1.0000 | 0.05 | -0.7170 | 0.2108 | -1.1753 | 0.6691 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 1 | 0.5300 | 0.4407 | 30 | 1.20 | 0.2385 | Tukey-Kramer | 0.9999 | 0.05 | -0.3700 | 1.4299 | -1.2591 | 2.3190 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 2 | 2.9924 | 2.3670 | 30 | 1.26 | 0.2159 | Tukey-Kramer | 0.9998 | 0.05 | -1.8416 | 7.8264 | -6.6173 | 12.6021 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 2 | 2.6018 | 2.3302 | 30 | 1.12 | 0.2731 | Tukey-Kramer | 1.0000 | 0.05 | -2.1572 | 7.3608 | -6.8588 | 12.0624 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 2 | 2.7533 | 2.0667 | 30 | 1.33 | 0.1928 | Tukey-Kramer | 0.9996 | 0.05 | -1.4675 | 6.9742 | -5.6374 | 11.1441 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 3 | 3.3544 | 1.7554 | 30 | 1.91 | 0.0656 | Tukey-Kramer | 0.9631 | 0.05 | -0.2306 | 6.9393 | -3.7724 | 10.4811 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 3 | 3.3498 | 1.7431 | 30 | 1.92 | 0.0642 | Tukey-Kramer | 0.9609 | 0.05 | -0.2100 | 6.9096 | -3.7269 | 10.4265 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 3 | 3.2891 | 1.6579 | 30 | 1.98 | 0.0565 | Tukey-Kramer | 0.9472 | 0.05 | -0.09676 | 6.6749 | -3.4418 | 10.0200 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 1 | 2.5942 | 1.9803 | 30 | 1.31 | 0.2001 | Tukey-Kramer | 0.9997 | 0.05 | -1.4502 | 6.6386 | -5.4459 | 10.6343 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 1 | 2.2311 | 1.9584 | 30 | 1.14 | 0.2636 | Tukey-Kramer | 1.0000 | 0.05 | -1.7686 | 6.2308 | -5.7201 | 10.1823 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 1 | 2.5890 | 1.8045 | 30 | 1.43 | 0.1617 | Tukey-Kramer | 0.9989 | 0.05 | -1.0962 | 6.2743 | -4.7371 | 9.9151 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 2 | 3.4091 | 2.3670 | 30 | 1.44 | 0.1601 | Tukey-Kramer | 0.9988 | 0.05 | -1.4249 | 8.2431 | -6.2006 | 13.0188 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 2 | 3.4358 | 2.3302 | 30 | 1.47 | 0.1508 | Tukey-Kramer | 0.9983 | 0.05 | -1.3232 | 8.1947 | -6.0249 | 12.8964 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 2 | 3.3149 | 2.0667 | 30 | 1.60 | 0.1192 | Tukey-Kramer | 0.9949 | 0.05 | -0.9059 | 7.5357 | -5.0758 | 11.7057 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 3 | 3.3055 | 1.7893 | 30 | 1.85 | 0.0746 | Tukey-Kramer | 0.9738 | 0.05 | -0.3487 | 6.9596 | -3.9588 | 10.5698 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 3 | 3.1344 | 1.7754 | 30 | 1.77 | 0.0877 | Tukey-Kramer | 0.9839 | 0.05 | -0.4915 | 6.7603 | -4.0737 | 10.3425 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 3 | 3.1529 | 1.6796 | 30 | 1.88 | 0.0702 | Tukey-Kramer | 0.9691 | 0.05 | -0.2773 | 6.5831 | -3.6662 | 9.9721 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 1 | -0.5161 | 1.9803 | 30 | -0.26 | 0.7962 | Tukey-Kramer | 1.0000 | 0.05 | -4.5605 | 3.5283 | -8.5562 | 7.5240 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 1 | -0.1709 | 1.9584 | 30 | -0.09 | 0.9310 | Tukey-Kramer | 1.0000 | 0.05 | -4.1706 | 3.8287 | -8.1221 | 7.7802 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 1 | 0.6303 | 1.8045 | 30 | 0.35 | 0.7293 | Tukey-Kramer | 1.0000 | 0.05 | -3.0550 | 4.3155 | -6.6959 | 7.9564 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 2 | 3.3166 | 2.9940 | 30 | 1.11 | 0.2768 | Tukey-Kramer | 1.0000 | 0.05 | -2.7979 | 9.4312 | -8.8388 | 15.4721 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 2 | 3.3704 | 2.9358 | 30 | 1.15 | 0.2600 | Tukey-Kramer | 1.0000 | 0.05 | -2.6254 | 9.3661 | -8.5489 | 15.2896 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 2 | 3.3800 | 2.5103 | 30 | 1.35 | 0.1882 | Tukey-Kramer | 0.9996 | 0.05 | -1.7467 | 8.5068 | -6.8117 | 13.5717 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 3 | 2.2062 | 1.7554 | 30 | 1.26 | 0.2185 | Tukey-Kramer | 0.9999 | 0.05 | -1.3787 | 5.7912 | -4.9205 | 9.3330 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 3 | 2.3668 | 1.7431 | 30 | 1.36 | 0.1846 | Tukey-Kramer | 0.9995 | 0.05 | -1.1930 | 5.9266 | -4.7099 | 9.4435 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 3 | 2.0553 | 1.6579 | 30 | 1.24 | 0.2247 | Tukey-Kramer | 0.9999 | 0.05 | -1.3306 | 5.4411 | -4.6757 | 8.7862 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 1 | 0.7830 | 0.3689 | 30 | 2.12 | 0.0422 | Tukey-Kramer | 0.9054 | 0.05 | 0.02960 | 1.5364 | -0.7148 | 2.2808 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 2 | 3.2455 | 2.3425 | 30 | 1.39 | 0.1761 | Tukey-Kramer | 0.9993 | 0.05 | -1.5386 | 8.0296 | -6.2651 | 12.7561 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 2 | 2.8549 | 2.3054 | 30 | 1.24 | 0.2252 | Tukey-Kramer | 0.9999 | 0.05 | -1.8534 | 7.5632 | -6.5050 | 12.2148 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 2 | 3.0064 | 2.0387 | 30 | 1.47 | 0.1507 | Tukey-Kramer | 0.9983 | 0.05 | -1.1572 | 7.1700 | -5.2706 | 11.2834 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 3 | 3.6074 | 1.7223 | 30 | 2.09 | 0.0448 | Tukey-Kramer | 0.9151 | 0.05 | 0.08999 | 7.1249 | -3.3851 | 10.5999 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 3 | 3.6029 | 1.7097 | 30 | 2.11 | 0.0436 | Tukey-Kramer | 0.9108 | 0.05 | 0.1111 | 7.0947 | -3.3386 | 10.5444 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 3 | 3.5422 | 1.6228 | 30 | 2.18 | 0.0370 | Tukey-Kramer | 0.8822 | 0.05 | 0.2279 | 6.8564 | -3.0464 | 10.1307 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 1 | 2.8473 | 1.9511 | 30 | 1.46 | 0.1549 | Tukey-Kramer | 0.9986 | 0.05 | -1.1374 | 6.8319 | -5.0740 | 10.7686 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 1 | 2.4842 | 1.9289 | 30 | 1.29 | 0.2076 | Tukey-Kramer | 0.9998 | 0.05 | -1.4551 | 6.4234 | -5.3469 | 10.3152 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 1 | 2.8421 | 1.7723 | 30 | 1.60 | 0.1193 | Tukey-Kramer | 0.9949 | 0.05 | -0.7775 | 6.4617 | -4.3535 | 10.0376 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 2 | 3.6622 | 2.3425 | 30 | 1.56 | 0.1285 | Tukey-Kramer | 0.9963 | 0.05 | -1.1219 | 8.4463 | -5.8484 | 13.1727 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 2 | 3.6888 | 2.3054 | 30 | 1.60 | 0.1201 | Tukey-Kramer | 0.9950 | 0.05 | -1.0195 | 8.3971 | -5.6711 | 13.0487 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 2 | 3.5680 | 2.0387 | 30 | 1.75 | 0.0903 | Tukey-Kramer | 0.9854 | 0.05 | -0.5956 | 7.7316 | -4.7090 | 11.8450 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 3 | 3.5586 | 1.7568 | 30 | 2.03 | 0.0518 | Tukey-Kramer | 0.9363 | 0.05 | -0.02934 | 7.1465 | -3.5740 | 10.6912 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 3 | 3.3875 | 1.7427 | 30 | 1.94 | 0.0614 | Tukey-Kramer | 0.9564 | 0.05 | -0.1717 | 6.9466 | -3.6879 | 10.4629 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 3 | 3.4060 | 1.6450 | 30 | 2.07 | 0.0471 | Tukey-Kramer | 0.9230 | 0.05 | 0.04643 | 6.7656 | -3.2727 | 10.0847 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 1 | -0.2630 | 1.9511 | 30 | -0.13 | 0.8937 | Tukey-Kramer | 1.0000 | 0.05 | -4.2477 | 3.7216 | -8.1843 | 7.6583 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 1 | 0.08213 | 1.9289 | 30 | 0.04 | 0.9663 | Tukey-Kramer | 1.0000 | 0.05 | -3.8571 | 4.0214 | -7.7489 | 7.9132 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 1 | 0.8833 | 1.7723 | 30 | 0.50 | 0.6218 | Tukey-Kramer | 1.0000 | 0.05 | -2.7363 | 4.5029 | -6.3122 | 8.0789 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 2 | 3.5697 | 2.9747 | 30 | 1.20 | 0.2395 | Tukey-Kramer | 0.9999 | 0.05 | -2.5055 | 9.6449 | -8.5075 | 15.6469 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 2 | 3.6234 | 2.9162 | 30 | 1.24 | 0.2237 | Tukey-Kramer | 0.9999 | 0.05 | -2.3322 | 9.5790 | -8.2160 | 15.4628 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 2 | 3.6331 | 2.4873 | 30 | 1.46 | 0.1545 | Tukey-Kramer | 0.9985 | 0.05 | -1.4466 | 8.7128 | -6.4652 | 13.7314 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 3 | 2.4593 | 1.7223 | 30 | 1.43 | 0.1636 | Tukey-Kramer | 0.9990 | 0.05 | -1.0581 | 5.9767 | -4.5332 | 9.4518 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 3 | 2.6199 | 1.7097 | 30 | 1.53 | 0.1359 | Tukey-Kramer | 0.9972 | 0.05 | -0.8719 | 6.1117 | -4.3216 | 9.5614 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 3 | 2.3083 | 1.6228 | 30 | 1.42 | 0.1652 | Tukey-Kramer | 0.9990 | 0.05 | -1.0059 | 5.6226 | -4.2803 | 8.8969 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 2 | 2.4625 | 2.1714 | 30 | 1.13 | 0.2658 | Tukey-Kramer | 1.0000 | 0.05 | -1.9722 | 6.8971 | -6.3534 | 11.2783 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 2 | 2.0719 | 2.1313 | 30 | 0.97 | 0.3388 | Tukey-Kramer | 1.0000 | 0.05 | -2.2809 | 6.4246 | -6.5812 | 10.7249 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 2 | 2.2234 | 1.8395 | 30 | 1.21 | 0.2362 | Tukey-Kramer | 0.9999 | 0.05 | -1.5334 | 5.9802 | -5.2450 | 9.6918 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 3 | 2.8244 | 1.4812 | 30 | 1.91 | 0.0662 | Tukey-Kramer | 0.9638 | 0.05 | -0.2006 | 5.8494 | -3.1892 | 8.8380 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 3 | 2.8199 | 1.4666 | 30 | 1.92 | 0.0640 | Tukey-Kramer | 0.9607 | 0.05 | -0.1752 | 5.8150 | -3.1343 | 8.7740 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 3 | 2.7591 | 1.3642 | 30 | 2.02 | 0.0521 | Tukey-Kramer | 0.9372 | 0.05 | -0.02700 | 5.5453 | -2.7796 | 8.2979 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 1 | 2.0643 | 1.7419 | 30 | 1.19 | 0.2453 | Tukey-Kramer | 0.9999 | 0.05 | -1.4932 | 5.6217 | -5.0079 | 9.1364 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 1 | 1.7011 | 1.7170 | 30 | 0.99 | 0.3297 | Tukey-Kramer | 1.0000 | 0.05 | -1.8054 | 5.2077 | -5.2697 | 8.6720 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 1 | 2.0591 | 1.5391 | 30 | 1.34 | 0.1910 | Tukey-Kramer | 0.9996 | 0.05 | -1.0841 | 5.2022 | -4.1895 | 8.3076 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 2 | 2.8791 | 2.1714 | 30 | 1.33 | 0.1949 | Tukey-Kramer | 0.9997 | 0.05 | -1.5555 | 7.3138 | -5.9367 | 11.6950 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 2 | 2.9058 | 2.1313 | 30 | 1.36 | 0.1829 | Tukey-Kramer | 0.9995 | 0.05 | -1.4469 | 7.2585 | -5.7473 | 11.5589 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 2 | 2.7850 | 1.8395 | 30 | 1.51 | 0.1405 | Tukey-Kramer | 0.9976 | 0.05 | -0.9718 | 6.5418 | -4.6834 | 10.2534 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 3 | 2.7755 | 1.5212 | 30 | 1.82 | 0.0780 | Tukey-Kramer | 0.9770 | 0.05 | -0.3311 | 5.8822 | -3.4004 | 8.9514 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 3 | 2.6045 | 1.5049 | 30 | 1.73 | 0.0938 | Tukey-Kramer | 0.9872 | 0.05 | -0.4689 | 5.6778 | -3.5053 | 8.7142 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 3 | 2.6230 | 1.3906 | 30 | 1.89 | 0.0690 | Tukey-Kramer | 0.9675 | 0.05 | -0.2169 | 5.4629 | -3.0226 | 8.2686 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 1 | -1.0460 | 1.7419 | 30 | -0.60 | 0.5527 | Tukey-Kramer | 1.0000 | 0.05 | -4.6035 | 2.5114 | -8.1182 | 6.0261 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 1 | -0.7009 | 1.7170 | 30 | -0.41 | 0.6860 | Tukey-Kramer | 1.0000 | 0.05 | -4.2074 | 2.8057 | -7.6718 | 6.2700 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 1 | 0.1003 | 1.5391 | 30 | 0.07 | 0.9485 | Tukey-Kramer | 1.0000 | 0.05 | -3.0429 | 3.2435 | -6.1482 | 6.3488 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 2 | 2.7867 | 2.8419 | 30 | 0.98 | 0.3347 | Tukey-Kramer | 1.0000 | 0.05 | -3.0173 | 8.5907 | -8.7514 | 14.3247 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 2 | 2.8404 | 2.7806 | 30 | 1.02 | 0.3152 | Tukey-Kramer | 1.0000 | 0.05 | -2.8383 | 8.5191 | -8.4485 | 14.1293 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 2 | 2.8501 | 2.3268 | 30 | 1.22 | 0.2302 | Tukey-Kramer | 0.9999 | 0.05 | -1.9020 | 7.6021 | -6.5968 | 12.2969 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 3 | 1.6763 | 1.4812 | 30 | 1.13 | 0.2667 | Tukey-Kramer | 1.0000 | 0.05 | -1.3487 | 4.7013 | -4.3373 | 7.6898 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 3 | 1.8369 | 1.4666 | 30 | 1.25 | 0.2201 | Tukey-Kramer | 0.9999 | 0.05 | -1.1582 | 4.8320 | -4.1173 | 7.7910 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 3 | 1.5253 | 1.3642 | 30 | 1.12 | 0.2724 | Tukey-Kramer | 1.0000 | 0.05 | -1.2608 | 4.3114 | -4.0134 | 7.0640 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 2 | -0.3906 | 0.2782 | 30 | -1.40 | 0.1706 | Tukey-Kramer | 0.9992 | 0.05 | -0.9588 | 0.1775 | -1.5201 | 0.7389 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 2 | -0.2391 | 0.5397 | 30 | -0.44 | 0.6610 | Tukey-Kramer | 1.0000 | 0.05 | -1.3413 | 0.8631 | -2.4302 | 1.9520 |
hospbi*age_gr*sample | A | 3 | 2 | A | 3 | 3 | 0.3619 | 2.0498 | 30 | 0.18 | 0.8610 | Tukey-Kramer | 1.0000 | 0.05 | -3.8244 | 4.5483 | -7.9603 | 8.6842 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 3 | 0.3574 | 2.0393 | 30 | 0.18 | 0.8621 | Tukey-Kramer | 1.0000 | 0.05 | -3.8074 | 4.5222 | -7.9220 | 8.6369 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 3 | 0.2967 | 1.9670 | 30 | 0.15 | 0.8811 | Tukey-Kramer | 1.0000 | 0.05 | -3.7205 | 4.3138 | -7.6892 | 8.2826 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 1 | -0.3982 | 2.2455 | 30 | -0.18 | 0.8604 | Tukey-Kramer | 1.0000 | 0.05 | -4.9841 | 4.1877 | -9.5148 | 8.7184 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 1 | -0.7613 | 2.2262 | 30 | -0.34 | 0.7347 | Tukey-Kramer | 1.0000 | 0.05 | -5.3078 | 3.7852 | -9.7996 | 8.2770 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 1 | -0.4034 | 2.0920 | 30 | -0.19 | 0.8484 | Tukey-Kramer | 1.0000 | 0.05 | -4.6759 | 3.8691 | -8.8970 | 8.0902 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 2 | 0.4167 | 2.5929 | 30 | 0.16 | 0.8734 | Tukey-Kramer | 1.0000 | 0.05 | -4.8787 | 5.7120 | -10.1102 | 10.9436 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 2 | 0.4433 | 2.5594 | 30 | 0.17 | 0.8636 | Tukey-Kramer | 1.0000 | 0.05 | -4.7836 | 5.6703 | -9.9476 | 10.8343 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 2 | 0.3225 | 2.3220 | 30 | 0.14 | 0.8905 | Tukey-Kramer | 1.0000 | 0.05 | -4.4197 | 5.0648 | -9.1048 | 9.7499 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 3 | 0.3131 | 2.0789 | 30 | 0.15 | 0.8813 | Tukey-Kramer | 1.0000 | 0.05 | -3.9327 | 4.5588 | -8.1272 | 8.7534 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 3 | 0.1420 | 2.0670 | 30 | 0.07 | 0.9457 | Tukey-Kramer | 1.0000 | 0.05 | -4.0795 | 4.3634 | -8.2501 | 8.5340 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 3 | 0.1605 | 1.9853 | 30 | 0.08 | 0.9361 | Tukey-Kramer | 1.0000 | 0.05 | -3.8941 | 4.2151 | -7.8999 | 8.2209 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 1 | -3.5085 | 2.2455 | 30 | -1.56 | 0.1287 | Tukey-Kramer | 0.9964 | 0.05 | -8.0944 | 1.0774 | -12.6251 | 5.6081 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 1 | -3.1633 | 2.2262 | 30 | -1.42 | 0.1656 | Tukey-Kramer | 0.9990 | 0.05 | -7.7099 | 1.3832 | -12.2016 | 5.8749 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 1 | -2.3622 | 2.0920 | 30 | -1.13 | 0.2678 | Tukey-Kramer | 1.0000 | 0.05 | -6.6347 | 1.9104 | -10.8558 | 6.1314 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 2 | 0.3242 | 3.1756 | 30 | 0.10 | 0.9194 | Tukey-Kramer | 1.0000 | 0.05 | -6.1612 | 6.8097 | -12.5686 | 13.2170 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 2 | 0.3779 | 3.1208 | 30 | 0.12 | 0.9044 | Tukey-Kramer | 1.0000 | 0.05 | -5.9956 | 6.7515 | -12.2924 | 13.0483 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 2 | 0.3876 | 2.7244 | 30 | 0.14 | 0.8878 | Tukey-Kramer | 1.0000 | 0.05 | -5.1763 | 5.9515 | -10.6732 | 11.4484 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 3 | -0.7862 | 2.0498 | 30 | -0.38 | 0.7040 | Tukey-Kramer | 1.0000 | 0.05 | -4.9725 | 3.4002 | -9.1084 | 7.5361 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 3 | -0.6256 | 2.0393 | 30 | -0.31 | 0.7611 | Tukey-Kramer | 1.0000 | 0.05 | -4.7904 | 3.5392 | -8.9050 | 7.6539 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 3 | -0.9372 | 1.9670 | 30 | -0.48 | 0.6372 | Tukey-Kramer | 1.0000 | 0.05 | -4.9543 | 3.0800 | -8.9231 | 7.0487 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 2 | 0.1515 | 0.4518 | 30 | 0.34 | 0.7397 | Tukey-Kramer | 1.0000 | 0.05 | -0.7712 | 1.0743 | -1.6828 | 1.9859 |
hospbi*age_gr*sample | B | 3 | 2 | A | 3 | 3 | 0.7525 | 2.0073 | 30 | 0.37 | 0.7104 | Tukey-Kramer | 1.0000 | 0.05 | -3.3470 | 4.8521 | -7.3971 | 8.9022 |
hospbi*age_gr*sample | B | 3 | 2 | B | 3 | 3 | 0.7480 | 1.9966 | 30 | 0.37 | 0.7106 | Tukey-Kramer | 1.0000 | 0.05 | -3.3295 | 4.8255 | -7.3579 | 8.8539 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 3 | 0.6873 | 1.9226 | 30 | 0.36 | 0.7232 | Tukey-Kramer | 1.0000 | 0.05 | -3.2393 | 4.6138 | -7.1186 | 8.4931 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 1 | -0.00759 | 2.2067 | 30 | -0.00 | 0.9973 | Tukey-Kramer | 1.0000 | 0.05 | -4.5144 | 4.4992 | -8.9669 | 8.9517 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 1 | -0.3707 | 2.1871 | 30 | -0.17 | 0.8665 | Tukey-Kramer | 1.0000 | 0.05 | -4.8374 | 4.0960 | -9.2503 | 8.5089 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 1 | -0.01279 | 2.0504 | 30 | -0.01 | 0.9951 | Tukey-Kramer | 1.0000 | 0.05 | -4.2003 | 4.1747 | -8.3373 | 8.3117 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 2 | 0.8073 | 2.5594 | 30 | 0.32 | 0.7546 | Tukey-Kramer | 1.0000 | 0.05 | -4.4197 | 6.0343 | -9.5837 | 11.1983 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 2 | 0.8339 | 2.5255 | 30 | 0.33 | 0.7435 | Tukey-Kramer | 1.0000 | 0.05 | -4.3237 | 5.9916 | -9.4193 | 11.0872 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 2 | 0.7131 | 2.2846 | 30 | 0.31 | 0.7571 | Tukey-Kramer | 1.0000 | 0.05 | -3.9526 | 5.3789 | -8.5621 | 9.9884 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 3 | 0.7037 | 2.0370 | 30 | 0.35 | 0.7322 | Tukey-Kramer | 1.0000 | 0.05 | -3.4564 | 4.8638 | -7.5665 | 8.9738 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 3 | 0.5326 | 2.0249 | 30 | 0.26 | 0.7943 | Tukey-Kramer | 1.0000 | 0.05 | -3.6027 | 4.6679 | -7.6883 | 8.7535 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 3 | 0.5511 | 1.9414 | 30 | 0.28 | 0.7785 | Tukey-Kramer | 1.0000 | 0.05 | -3.4138 | 4.5160 | -7.3309 | 8.4331 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 1 | -3.1179 | 2.2067 | 30 | -1.41 | 0.1680 | Tukey-Kramer | 0.9991 | 0.05 | -7.6247 | 1.3889 | -12.0772 | 5.8414 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 1 | -2.7727 | 2.1871 | 30 | -1.27 | 0.2146 | Tukey-Kramer | 0.9998 | 0.05 | -7.2394 | 1.6939 | -11.6523 | 6.1068 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 1 | -1.9715 | 2.0504 | 30 | -0.96 | 0.3440 | Tukey-Kramer | 1.0000 | 0.05 | -6.1590 | 2.2159 | -10.2961 | 6.3530 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 2 | 0.7148 | 3.1483 | 30 | 0.23 | 0.8219 | Tukey-Kramer | 1.0000 | 0.05 | -5.7149 | 7.1446 | -12.0672 | 13.4969 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 2 | 0.7685 | 3.0930 | 30 | 0.25 | 0.8055 | Tukey-Kramer | 1.0000 | 0.05 | -5.5483 | 7.0854 | -11.7891 | 13.3262 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 2 | 0.7782 | 2.6925 | 30 | 0.29 | 0.7745 | Tukey-Kramer | 1.0000 | 0.05 | -4.7206 | 6.2771 | -10.1533 | 11.7097 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 3 | -0.3956 | 2.0073 | 30 | -0.20 | 0.8451 | Tukey-Kramer | 1.0000 | 0.05 | -4.4951 | 3.7039 | -8.5452 | 7.7541 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 3 | -0.2350 | 1.9966 | 30 | -0.12 | 0.9071 | Tukey-Kramer | 1.0000 | 0.05 | -4.3125 | 3.8425 | -8.3409 | 7.8709 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 3 | -0.5465 | 1.9226 | 30 | -0.28 | 0.7782 | Tukey-Kramer | 1.0000 | 0.05 | -4.4731 | 3.3800 | -8.3524 | 7.2593 |
hospbi*age_gr*sample | C | 3 | 2 | A | 3 | 3 | 0.6010 | 1.6943 | 30 | 0.35 | 0.7253 | Tukey-Kramer | 1.0000 | 0.05 | -2.8592 | 4.0613 | -6.2778 | 7.4798 |
hospbi*age_gr*sample | C | 3 | 2 | B | 3 | 3 | 0.5965 | 1.6815 | 30 | 0.35 | 0.7253 | Tukey-Kramer | 1.0000 | 0.05 | -2.8377 | 4.0306 | -6.2305 | 7.4234 |
hospbi*age_gr*sample | C | 3 | 2 | C | 3 | 3 | 0.5357 | 1.5931 | 30 | 0.34 | 0.7390 | Tukey-Kramer | 1.0000 | 0.05 | -2.7178 | 3.7892 | -5.9321 | 7.0036 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 1 | -0.1591 | 1.9264 | 30 | -0.08 | 0.9347 | Tukey-Kramer | 1.0000 | 0.05 | -4.0934 | 3.7751 | -7.9803 | 7.6620 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 1 | -0.5223 | 1.9039 | 30 | -0.27 | 0.7857 | Tukey-Kramer | 1.0000 | 0.05 | -4.4105 | 3.3660 | -8.2520 | 7.2075 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 1 | -0.1643 | 1.7451 | 30 | -0.09 | 0.9256 | Tukey-Kramer | 1.0000 | 0.05 | -3.7284 | 3.3997 | -7.2495 | 6.9208 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 2 | 0.6557 | 2.3220 | 30 | 0.28 | 0.7796 | Tukey-Kramer | 1.0000 | 0.05 | -4.0865 | 5.3980 | -8.7716 | 10.0831 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 2 | 0.6824 | 2.2846 | 30 | 0.30 | 0.7672 | Tukey-Kramer | 1.0000 | 0.05 | -3.9833 | 5.3481 | -8.5929 | 9.9577 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 2 | 0.5616 | 2.0151 | 30 | 0.28 | 0.7824 | Tukey-Kramer | 1.0000 | 0.05 | -3.5538 | 4.6770 | -7.6196 | 8.7428 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 3 | 0.5521 | 1.7294 | 30 | 0.32 | 0.7517 | Tukey-Kramer | 1.0000 | 0.05 | -2.9797 | 4.0840 | -6.4691 | 7.5733 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 3 | 0.3811 | 1.7151 | 30 | 0.22 | 0.8257 | Tukey-Kramer | 1.0000 | 0.05 | -3.1216 | 3.8837 | -6.5820 | 7.3442 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 3 | 0.3996 | 1.6157 | 30 | 0.25 | 0.8064 | Tukey-Kramer | 1.0000 | 0.05 | -2.9001 | 3.6992 | -6.1600 | 6.9592 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 1 | -3.2694 | 1.9264 | 30 | -1.70 | 0.1000 | Tukey-Kramer | 0.9898 | 0.05 | -7.2037 | 0.6648 | -11.0906 | 4.5517 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 1 | -2.9243 | 1.9039 | 30 | -1.54 | 0.1350 | Tukey-Kramer | 0.9971 | 0.05 | -6.8126 | 0.9640 | -10.6540 | 4.8054 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 1 | -2.1231 | 1.7451 | 30 | -1.22 | 0.2332 | Tukey-Kramer | 0.9999 | 0.05 | -5.6871 | 1.4409 | -9.2082 | 4.9621 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 2 | 0.5633 | 2.9586 | 30 | 0.19 | 0.8503 | Tukey-Kramer | 1.0000 | 0.05 | -5.4790 | 6.6055 | -11.4485 | 12.5750 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 2 | 0.6170 | 2.8997 | 30 | 0.21 | 0.8329 | Tukey-Kramer | 1.0000 | 0.05 | -5.3050 | 6.5390 | -11.1556 | 12.3897 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 2 | 0.6267 | 2.4680 | 30 | 0.25 | 0.8013 | Tukey-Kramer | 1.0000 | 0.05 | -4.4136 | 5.6670 | -9.3932 | 10.6466 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 3 | -0.5471 | 1.6943 | 30 | -0.32 | 0.7490 | Tukey-Kramer | 1.0000 | 0.05 | -4.0074 | 2.9131 | -7.4259 | 6.3317 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 3 | -0.3865 | 1.6815 | 30 | -0.23 | 0.8198 | Tukey-Kramer | 1.0000 | 0.05 | -3.8207 | 3.0476 | -7.2135 | 6.4404 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 3 | -0.6981 | 1.5931 | 30 | -0.44 | 0.6644 | Tukey-Kramer | 1.0000 | 0.05 | -3.9516 | 2.5554 | -7.1659 | 5.7697 |
hospbi*age_gr*sample | A | 3 | 3 | B | 3 | 3 | -0.00453 | 0.1391 | 30 | -0.03 | 0.9742 | Tukey-Kramer | 1.0000 | 0.05 | -0.2886 | 0.2795 | -0.5693 | 0.5602 |
hospbi*age_gr*sample | A | 3 | 3 | C | 3 | 3 | -0.06527 | 0.2698 | 30 | -0.24 | 0.8105 | Tukey-Kramer | 1.0000 | 0.05 | -0.6164 | 0.4858 | -1.1608 | 1.0303 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 1 | -0.7601 | 1.5878 | 30 | -0.48 | 0.6356 | Tukey-Kramer | 1.0000 | 0.05 | -4.0029 | 2.4826 | -7.2065 | 5.6863 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 1 | -1.1233 | 1.5604 | 30 | -0.72 | 0.4772 | Tukey-Kramer | 1.0000 | 0.05 | -4.3100 | 2.0635 | -7.4584 | 5.2119 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 1 | -0.7653 | 1.3622 | 30 | -0.56 | 0.5784 | Tukey-Kramer | 1.0000 | 0.05 | -3.5473 | 2.0166 | -6.2957 | 4.7650 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 2 | 0.05475 | 2.0498 | 30 | 0.03 | 0.9789 | Tukey-Kramer | 1.0000 | 0.05 | -4.1316 | 4.2411 | -8.2675 | 8.3770 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 2 | 0.08140 | 2.0073 | 30 | 0.04 | 0.9679 | Tukey-Kramer | 1.0000 | 0.05 | -4.0181 | 4.1809 | -8.0682 | 8.2310 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 2 | -0.03941 | 1.6943 | 30 | -0.02 | 0.9816 | Tukey-Kramer | 1.0000 | 0.05 | -3.4997 | 3.4208 | -6.9182 | 6.8394 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 3 | -0.04886 | 1.3419 | 30 | -0.04 | 0.9712 | Tukey-Kramer | 1.0000 | 0.05 | -2.7895 | 2.6917 | -5.4971 | 5.3993 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 3 | -0.2199 | 1.3234 | 30 | -0.17 | 0.8691 | Tukey-Kramer | 1.0000 | 0.05 | -2.9228 | 2.4829 | -5.5931 | 5.1532 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 3 | -0.2014 | 1.1918 | 30 | -0.17 | 0.8669 | Tukey-Kramer | 1.0000 | 0.05 | -2.6355 | 2.2326 | -5.0402 | 4.6374 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 1 | -3.8704 | 1.5878 | 30 | -2.44 | 0.0209 | Tukey-Kramer | 0.7526 | 0.05 | -7.1132 | -0.6277 | -10.3168 | 2.5760 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 1 | -3.5253 | 1.5604 | 30 | -2.26 | 0.0313 | Tukey-Kramer | 0.8483 | 0.05 | -6.7121 | -0.3385 | -9.8604 | 2.8099 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 1 | -2.7241 | 1.3622 | 30 | -2.00 | 0.0546 | Tukey-Kramer | 0.9432 | 0.05 | -5.5060 | 0.05785 | -8.2545 | 2.8063 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 2 | -0.03773 | 2.7502 | 30 | -0.01 | 0.9891 | Tukey-Kramer | 1.0000 | 0.05 | -5.6543 | 5.5788 | -11.2032 | 11.1278 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 2 | 0.01600 | 2.6867 | 30 | 0.01 | 0.9953 | Tukey-Kramer | 1.0000 | 0.05 | -5.4710 | 5.5030 | -10.8918 | 10.9238 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 2 | 0.02567 | 2.2138 | 30 | 0.01 | 0.9908 | Tukey-Kramer | 1.0000 | 0.05 | -4.4956 | 4.5469 | -8.9624 | 9.0137 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 3 | -1.1481 | 1.2964 | 30 | -0.89 | 0.3829 | Tukey-Kramer | 1.0000 | 0.05 | -3.7958 | 1.4996 | -6.4116 | 4.1153 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 3 | -0.9875 | 1.2797 | 30 | -0.77 | 0.4463 | Tukey-Kramer | 1.0000 | 0.05 | -3.6010 | 1.6260 | -6.1830 | 4.2080 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 3 | -1.2991 | 1.1610 | 30 | -1.12 | 0.2720 | Tukey-Kramer | 1.0000 | 0.05 | -3.6702 | 1.0720 | -6.0128 | 3.4146 |
hospbi*age_gr*sample | B | 3 | 3 | C | 3 | 3 | -0.06073 | 0.2259 | 30 | -0.27 | 0.7899 | Tukey-Kramer | 1.0000 | 0.05 | -0.5221 | 0.4006 | -0.9779 | 0.8565 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 1 | -0.7556 | 1.5742 | 30 | -0.48 | 0.6347 | Tukey-Kramer | 1.0000 | 0.05 | -3.9705 | 2.4593 | -7.1466 | 5.6354 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 1 | -1.1187 | 1.5465 | 30 | -0.72 | 0.4750 | Tukey-Kramer | 1.0000 | 0.05 | -4.2772 | 2.0397 | -7.3975 | 5.1601 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 1 | -0.7608 | 1.3463 | 30 | -0.57 | 0.5762 | Tukey-Kramer | 1.0000 | 0.05 | -3.5102 | 1.9886 | -6.2265 | 4.7049 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 2 | 0.05928 | 2.0393 | 30 | 0.03 | 0.9770 | Tukey-Kramer | 1.0000 | 0.05 | -4.1055 | 4.2241 | -8.2202 | 8.3387 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 2 | 0.08593 | 1.9966 | 30 | 0.04 | 0.9660 | Tukey-Kramer | 1.0000 | 0.05 | -3.9916 | 4.1634 | -8.0200 | 8.1918 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 2 | -0.03488 | 1.6815 | 30 | -0.02 | 0.9836 | Tukey-Kramer | 1.0000 | 0.05 | -3.4690 | 3.3993 | -6.8618 | 6.7921 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 3 | -0.04433 | 1.3258 | 30 | -0.03 | 0.9735 | Tukey-Kramer | 1.0000 | 0.05 | -2.7519 | 2.6633 | -5.4269 | 5.3382 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 3 | -0.2154 | 1.3071 | 30 | -0.16 | 0.8702 | Tukey-Kramer | 1.0000 | 0.05 | -2.8848 | 2.4539 | -5.5220 | 5.0911 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 3 | -0.1969 | 1.1736 | 30 | -0.17 | 0.8679 | Tukey-Kramer | 1.0000 | 0.05 | -2.5937 | 2.1999 | -4.9616 | 4.5679 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 1 | -3.8659 | 1.5742 | 30 | -2.46 | 0.0201 | Tukey-Kramer | 0.7417 | 0.05 | -7.0808 | -0.6510 | -10.2569 | 2.5251 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 1 | -3.5208 | 1.5465 | 30 | -2.28 | 0.0301 | Tukey-Kramer | 0.8400 | 0.05 | -6.6792 | -0.3623 | -9.7996 | 2.7580 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 1 | -2.7196 | 1.3463 | 30 | -2.02 | 0.0524 | Tukey-Kramer | 0.9378 | 0.05 | -5.4690 | 0.02986 | -8.1853 | 2.7462 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 2 | -0.03320 | 2.7423 | 30 | -0.01 | 0.9904 | Tukey-Kramer | 1.0000 | 0.05 | -5.6337 | 5.5673 | -11.1668 | 11.1004 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 2 | 0.02053 | 2.6787 | 30 | 0.01 | 0.9939 | Tukey-Kramer | 1.0000 | 0.05 | -5.4500 | 5.4911 | -10.8547 | 10.8957 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 2 | 0.03020 | 2.2041 | 30 | 0.01 | 0.9892 | Tukey-Kramer | 1.0000 | 0.05 | -4.4711 | 4.5315 | -8.9182 | 8.9786 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 3 | -1.1436 | 1.2797 | 30 | -0.89 | 0.3786 | Tukey-Kramer | 1.0000 | 0.05 | -3.7571 | 1.4699 | -6.3391 | 4.0519 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 3 | -0.9830 | 1.2627 | 30 | -0.78 | 0.4424 | Tukey-Kramer | 1.0000 | 0.05 | -3.5618 | 1.5959 | -6.1096 | 4.1436 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 3 | -1.2946 | 1.1423 | 30 | -1.13 | 0.2661 | Tukey-Kramer | 1.0000 | 0.05 | -3.6274 | 1.0383 | -5.9322 | 3.3431 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 1 | -0.6949 | 1.4793 | 30 | -0.47 | 0.6419 | Tukey-Kramer | 1.0000 | 0.05 | -3.7160 | 2.3263 | -6.7008 | 5.3110 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 1 | -1.0580 | 1.4499 | 30 | -0.73 | 0.4712 | Tukey-Kramer | 1.0000 | 0.05 | -4.0190 | 1.9030 | -6.9443 | 4.8283 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 1 | -0.7001 | 1.2340 | 30 | -0.57 | 0.5747 | Tukey-Kramer | 1.0000 | 0.05 | -3.2202 | 1.8201 | -5.7100 | 4.3099 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 2 | 0.1200 | 1.9670 | 30 | 0.06 | 0.9518 | Tukey-Kramer | 1.0000 | 0.05 | -3.8971 | 4.1372 | -7.8659 | 8.1059 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 2 | 0.1467 | 1.9226 | 30 | 0.08 | 0.9397 | Tukey-Kramer | 1.0000 | 0.05 | -3.7799 | 4.0732 | -7.6592 | 7.9525 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 2 | 0.02586 | 1.5931 | 30 | 0.02 | 0.9872 | Tukey-Kramer | 1.0000 | 0.05 | -3.2277 | 3.2794 | -6.4420 | 6.4937 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 3 | 0.01640 | 1.2116 | 30 | 0.01 | 0.9893 | Tukey-Kramer | 1.0000 | 0.05 | -2.4580 | 2.4908 | -4.9027 | 4.9355 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 3 | -0.1547 | 1.1911 | 30 | -0.13 | 0.8975 | Tukey-Kramer | 1.0000 | 0.05 | -2.5872 | 2.2779 | -4.9905 | 4.6811 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 3 | -0.1362 | 1.0429 | 30 | -0.13 | 0.8970 | Tukey-Kramer | 1.0000 | 0.05 | -2.2661 | 1.9938 | -4.3703 | 4.0980 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 1 | -3.8052 | 1.4793 | 30 | -2.57 | 0.0153 | Tukey-Kramer | 0.6690 | 0.05 | -6.8263 | -0.7840 | -9.8111 | 2.2007 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 1 | -3.4600 | 1.4499 | 30 | -2.39 | 0.0235 | Tukey-Kramer | 0.7822 | 0.05 | -6.4210 | -0.4990 | -9.3463 | 2.4263 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 1 | -2.6588 | 1.2340 | 30 | -2.15 | 0.0393 | Tukey-Kramer | 0.8934 | 0.05 | -5.1790 | -0.1387 | -7.6688 | 2.3511 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 2 | 0.02754 | 2.6890 | 30 | 0.01 | 0.9919 | Tukey-Kramer | 1.0000 | 0.05 | -5.4641 | 5.5192 | -10.8896 | 10.9446 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 2 | 0.08127 | 2.6240 | 30 | 0.03 | 0.9755 | Tukey-Kramer | 1.0000 | 0.05 | -5.2777 | 5.4403 | -10.5722 | 10.7347 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 2 | 0.09093 | 2.1373 | 30 | 0.04 | 0.9663 | Tukey-Kramer | 1.0000 | 0.05 | -4.2741 | 4.4560 | -8.5866 | 8.7684 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 3 | -1.0829 | 1.1610 | 30 | -0.93 | 0.3584 | Tukey-Kramer | 1.0000 | 0.05 | -3.4540 | 1.2883 | -5.7965 | 3.6308 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 3 | -0.9223 | 1.1423 | 30 | -0.81 | 0.4258 | Tukey-Kramer | 1.0000 | 0.05 | -3.2551 | 1.4106 | -5.5599 | 3.7154 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 3 | -1.2338 | 1.0076 | 30 | -1.22 | 0.2303 | Tukey-Kramer | 0.9999 | 0.05 | -3.2915 | 0.8239 | -5.3244 | 2.8568 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 1 | -0.3631 | 0.1967 | 30 | -1.85 | 0.0748 | Tukey-Kramer | 0.9740 | 0.05 | -0.7649 | 0.03862 | -1.1618 | 0.4355 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 1 | -0.00520 | 0.3816 | 30 | -0.01 | 0.9892 | Tukey-Kramer | 1.0000 | 0.05 | -0.7846 | 0.7742 | -1.5546 | 1.5441 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 2 | 0.8149 | 2.2455 | 30 | 0.36 | 0.7192 | Tukey-Kramer | 1.0000 | 0.05 | -3.7710 | 5.4008 | -8.3017 | 9.9315 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 2 | 0.8415 | 2.2067 | 30 | 0.38 | 0.7056 | Tukey-Kramer | 1.0000 | 0.05 | -3.6652 | 5.3483 | -8.1177 | 9.8008 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 2 | 0.7207 | 1.9264 | 30 | 0.37 | 0.7109 | Tukey-Kramer | 1.0000 | 0.05 | -3.2135 | 4.6550 | -7.1004 | 8.5419 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 3 | 0.7113 | 1.6252 | 30 | 0.44 | 0.6648 | Tukey-Kramer | 1.0000 | 0.05 | -2.6078 | 4.0303 | -5.8868 | 7.3094 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 3 | 0.5402 | 1.6099 | 30 | 0.34 | 0.7396 | Tukey-Kramer | 1.0000 | 0.05 | -2.7477 | 3.8281 | -5.9961 | 7.0764 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 3 | 0.5587 | 1.5036 | 30 | 0.37 | 0.7128 | Tukey-Kramer | 1.0000 | 0.05 | -2.5121 | 3.6295 | -5.5459 | 6.6633 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 1 | -3.1103 | 1.8334 | 30 | -1.70 | 0.1002 | Tukey-Kramer | 0.9898 | 0.05 | -6.8547 | 0.6341 | -10.5540 | 4.3334 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 1 | -2.7652 | 1.8098 | 30 | -1.53 | 0.1370 | Tukey-Kramer | 0.9973 | 0.05 | -6.4612 | 0.9309 | -10.1127 | 4.5824 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 1 | -1.9640 | 1.6419 | 30 | -1.20 | 0.2410 | Tukey-Kramer | 0.9999 | 0.05 | -5.3172 | 1.3893 | -8.6301 | 4.7022 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 2 | 0.7224 | 2.8989 | 30 | 0.25 | 0.8049 | Tukey-Kramer | 1.0000 | 0.05 | -5.1980 | 6.6428 | -11.0471 | 12.4919 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 2 | 0.7761 | 2.8388 | 30 | 0.27 | 0.7864 | Tukey-Kramer | 1.0000 | 0.05 | -5.0214 | 6.5737 | -10.7492 | 12.3015 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 2 | 0.7858 | 2.3961 | 30 | 0.33 | 0.7452 | Tukey-Kramer | 1.0000 | 0.05 | -4.1077 | 5.6793 | -8.9423 | 10.5139 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 3 | -0.3880 | 1.5878 | 30 | -0.24 | 0.8086 | Tukey-Kramer | 1.0000 | 0.05 | -3.6307 | 2.8547 | -6.8344 | 6.0584 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 3 | -0.2274 | 1.5742 | 30 | -0.14 | 0.8861 | Tukey-Kramer | 1.0000 | 0.05 | -3.4422 | 2.9875 | -6.6184 | 6.1636 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 3 | -0.5390 | 1.4793 | 30 | -0.36 | 0.7182 | Tukey-Kramer | 1.0000 | 0.05 | -3.5601 | 2.4822 | -6.5448 | 5.4669 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 1 | 0.3579 | 0.3195 | 30 | 1.12 | 0.2715 | Tukey-Kramer | 1.0000 | 0.05 | -0.2946 | 1.0104 | -0.9392 | 1.6550 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 2 | 1.1780 | 2.2262 | 30 | 0.53 | 0.6006 | Tukey-Kramer | 1.0000 | 0.05 | -3.3685 | 5.7245 | -7.8603 | 10.2163 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 2 | 1.2047 | 2.1871 | 30 | 0.55 | 0.5858 | Tukey-Kramer | 1.0000 | 0.05 | -3.2620 | 5.6713 | -7.6749 | 10.0842 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 2 | 1.0839 | 1.9039 | 30 | 0.57 | 0.5734 | Tukey-Kramer | 1.0000 | 0.05 | -2.8044 | 4.9721 | -6.6459 | 8.8136 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 3 | 1.0744 | 1.5984 | 30 | 0.67 | 0.5066 | Tukey-Kramer | 1.0000 | 0.05 | -2.1900 | 4.3388 | -5.4151 | 7.5639 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 3 | 0.9033 | 1.5829 | 30 | 0.57 | 0.5725 | Tukey-Kramer | 1.0000 | 0.05 | -2.3294 | 4.1361 | -5.5232 | 7.3299 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 3 | 0.9218 | 1.4746 | 30 | 0.63 | 0.5366 | Tukey-Kramer | 1.0000 | 0.05 | -2.0898 | 3.9335 | -5.0652 | 6.9088 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 1 | -2.7472 | 1.8098 | 30 | -1.52 | 0.1395 | Tukey-Kramer | 0.9975 | 0.05 | -6.4432 | 0.9488 | -10.0947 | 4.6004 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 1 | -2.4020 | 1.7858 | 30 | -1.35 | 0.1887 | Tukey-Kramer | 0.9996 | 0.05 | -6.0491 | 1.2450 | -9.6522 | 4.8481 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 1 | -1.6008 | 1.6154 | 30 | -0.99 | 0.3296 | Tukey-Kramer | 1.0000 | 0.05 | -4.9000 | 1.6983 | -8.1594 | 4.9578 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 2 | 1.0855 | 2.8840 | 30 | 0.38 | 0.7093 | Tukey-Kramer | 1.0000 | 0.05 | -4.8044 | 6.9755 | -10.6234 | 12.7944 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 2 | 1.1393 | 2.8236 | 30 | 0.40 | 0.6895 | Tukey-Kramer | 1.0000 | 0.05 | -4.6272 | 6.9057 | -10.3242 | 12.6027 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 2 | 1.1489 | 2.3781 | 30 | 0.48 | 0.6325 | Tukey-Kramer | 1.0000 | 0.05 | -3.7077 | 6.0056 | -8.5058 | 10.8037 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 3 | -0.02486 | 1.5604 | 30 | -0.02 | 0.9874 | Tukey-Kramer | 1.0000 | 0.05 | -3.2116 | 3.1619 | -6.3600 | 6.3103 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 3 | 0.1357 | 1.5465 | 30 | 0.09 | 0.9306 | Tukey-Kramer | 1.0000 | 0.05 | -3.0227 | 3.2942 | -6.1431 | 6.4145 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 3 | -0.1758 | 1.4499 | 30 | -0.12 | 0.9043 | Tukey-Kramer | 1.0000 | 0.05 | -3.1368 | 2.7852 | -6.0622 | 5.7105 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 2 | 0.8201 | 2.0920 | 30 | 0.39 | 0.6978 | Tukey-Kramer | 1.0000 | 0.05 | -3.4524 | 5.0926 | -7.6735 | 9.3137 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 2 | 0.8467 | 2.0504 | 30 | 0.41 | 0.6826 | Tukey-Kramer | 1.0000 | 0.05 | -3.3407 | 5.0342 | -7.4778 | 9.1713 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 2 | 0.7259 | 1.7451 | 30 | 0.42 | 0.6804 | Tukey-Kramer | 1.0000 | 0.05 | -2.8381 | 4.2900 | -6.3592 | 7.8111 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 3 | 0.7165 | 1.4056 | 30 | 0.51 | 0.6140 | Tukey-Kramer | 1.0000 | 0.05 | -2.1541 | 3.5870 | -4.9900 | 6.4230 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 3 | 0.5454 | 1.3879 | 30 | 0.39 | 0.6971 | Tukey-Kramer | 1.0000 | 0.05 | -2.2891 | 3.3799 | -5.0895 | 6.1802 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 3 | 0.5639 | 1.2630 | 30 | 0.45 | 0.6585 | Tukey-Kramer | 1.0000 | 0.05 | -2.0155 | 3.1434 | -4.5639 | 5.6918 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 1 | -3.1051 | 1.6419 | 30 | -1.89 | 0.0683 | Tukey-Kramer | 0.9667 | 0.05 | -6.4584 | 0.2481 | -9.7712 | 3.5610 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 1 | -2.7599 | 1.6154 | 30 | -1.71 | 0.0979 | Tukey-Kramer | 0.9889 | 0.05 | -6.0591 | 0.5392 | -9.3186 | 3.7987 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 1 | -1.9588 | 1.4249 | 30 | -1.37 | 0.1794 | Tukey-Kramer | 0.9994 | 0.05 | -4.8688 | 0.9513 | -7.7438 | 3.8262 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 2 | 0.7276 | 2.7818 | 30 | 0.26 | 0.7954 | Tukey-Kramer | 1.0000 | 0.05 | -4.9535 | 6.4087 | -10.5662 | 12.0214 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 2 | 0.7813 | 2.7190 | 30 | 0.29 | 0.7758 | Tukey-Kramer | 1.0000 | 0.05 | -4.7717 | 6.3343 | -10.2578 | 11.8205 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 2 | 0.7910 | 2.2530 | 30 | 0.35 | 0.7280 | Tukey-Kramer | 1.0000 | 0.05 | -3.8101 | 5.3922 | -8.3559 | 9.9379 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 3 | -0.3828 | 1.3622 | 30 | -0.28 | 0.7806 | Tukey-Kramer | 1.0000 | 0.05 | -3.1647 | 2.3992 | -5.9132 | 5.1476 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 3 | -0.2222 | 1.3463 | 30 | -0.17 | 0.8700 | Tukey-Kramer | 1.0000 | 0.05 | -2.9716 | 2.5272 | -5.6879 | 5.2436 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 3 | -0.5338 | 1.2340 | 30 | -0.43 | 0.6684 | Tukey-Kramer | 1.0000 | 0.05 | -3.0539 | 1.9864 | -5.5437 | 4.4762 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 2 | 0.02665 | 0.2782 | 30 | 0.10 | 0.9243 | Tukey-Kramer | 1.0000 | 0.05 | -0.5415 | 0.5948 | -1.1028 | 1.1561 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 2 | -0.09415 | 0.5397 | 30 | -0.17 | 0.8627 | Tukey-Kramer | 1.0000 | 0.05 | -1.1963 | 1.0080 | -2.2853 | 2.0970 |
hospbi*age_gr*sample | A | 6 | 2 | A | 6 | 3 | -0.1036 | 2.0789 | 30 | -0.05 | 0.9606 | Tukey-Kramer | 1.0000 | 0.05 | -4.3493 | 4.1421 | -8.5439 | 8.3367 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 3 | -0.2747 | 2.0670 | 30 | -0.13 | 0.8952 | Tukey-Kramer | 1.0000 | 0.05 | -4.4961 | 3.9468 | -8.6667 | 8.1174 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 3 | -0.2562 | 1.9853 | 30 | -0.13 | 0.8982 | Tukey-Kramer | 1.0000 | 0.05 | -4.3108 | 3.7984 | -8.3166 | 7.8042 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 1 | -3.9252 | 2.2455 | 30 | -1.75 | 0.0907 | Tukey-Kramer | 0.9856 | 0.05 | -8.5111 | 0.6607 | -13.0418 | 5.1914 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 1 | -3.5800 | 2.2262 | 30 | -1.61 | 0.1183 | Tukey-Kramer | 0.9947 | 0.05 | -8.1265 | 0.9665 | -12.6183 | 5.4582 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 1 | -2.7788 | 2.0920 | 30 | -1.33 | 0.1941 | Tukey-Kramer | 0.9996 | 0.05 | -7.0514 | 1.4937 | -11.2724 | 5.7148 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 2 | -0.09247 | 3.1756 | 30 | -0.03 | 0.9770 | Tukey-Kramer | 1.0000 | 0.05 | -6.5779 | 6.3930 | -12.9853 | 12.8003 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 2 | -0.03874 | 3.1208 | 30 | -0.01 | 0.9902 | Tukey-Kramer | 1.0000 | 0.05 | -6.4123 | 6.3348 | -12.7091 | 12.6316 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 2 | -0.02908 | 2.7244 | 30 | -0.01 | 0.9916 | Tukey-Kramer | 1.0000 | 0.05 | -5.5930 | 5.5348 | -11.0898 | 11.0317 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 3 | -1.2029 | 2.0498 | 30 | -0.59 | 0.5617 | Tukey-Kramer | 1.0000 | 0.05 | -5.3892 | 2.9835 | -9.5251 | 7.1194 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 3 | -1.0423 | 2.0393 | 30 | -0.51 | 0.6130 | Tukey-Kramer | 1.0000 | 0.05 | -5.2071 | 3.1225 | -9.3217 | 7.2372 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 3 | -1.3538 | 1.9670 | 30 | -0.69 | 0.4966 | Tukey-Kramer | 1.0000 | 0.05 | -5.3710 | 2.6633 | -9.3397 | 6.6321 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 2 | -0.1208 | 0.4518 | 30 | -0.27 | 0.7910 | Tukey-Kramer | 1.0000 | 0.05 | -1.0436 | 0.8019 | -1.9552 | 1.7136 |
hospbi*age_gr*sample | B | 6 | 2 | A | 6 | 3 | -0.1303 | 2.0370 | 30 | -0.06 | 0.9494 | Tukey-Kramer | 1.0000 | 0.05 | -4.2904 | 4.0299 | -8.4004 | 8.1399 |
hospbi*age_gr*sample | B | 6 | 2 | B | 6 | 3 | -0.3013 | 2.0249 | 30 | -0.15 | 0.8827 | Tukey-Kramer | 1.0000 | 0.05 | -4.4367 | 3.8340 | -8.5222 | 7.9195 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 3 | -0.2828 | 1.9414 | 30 | -0.15 | 0.8851 | Tukey-Kramer | 1.0000 | 0.05 | -4.2477 | 3.6821 | -8.1648 | 7.5992 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 1 | -3.9518 | 2.2067 | 30 | -1.79 | 0.0834 | Tukey-Kramer | 0.9812 | 0.05 | -8.4586 | 0.5549 | -12.9111 | 5.0074 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 1 | -3.6067 | 2.1871 | 30 | -1.65 | 0.1096 | Tukey-Kramer | 0.9928 | 0.05 | -8.0734 | 0.8600 | -12.4863 | 5.2729 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 1 | -2.8055 | 2.0504 | 30 | -1.37 | 0.1814 | Tukey-Kramer | 0.9994 | 0.05 | -6.9930 | 1.3820 | -11.1300 | 5.5190 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 2 | -0.1191 | 3.1483 | 30 | -0.04 | 0.9701 | Tukey-Kramer | 1.0000 | 0.05 | -6.5489 | 6.3106 | -12.9012 | 12.6629 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 2 | -0.06540 | 3.0930 | 30 | -0.02 | 0.9833 | Tukey-Kramer | 1.0000 | 0.05 | -6.3822 | 6.2514 | -12.6230 | 12.4922 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 2 | -0.05573 | 2.6925 | 30 | -0.02 | 0.9836 | Tukey-Kramer | 1.0000 | 0.05 | -5.5546 | 5.4431 | -10.9872 | 10.8757 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 3 | -1.2295 | 2.0073 | 30 | -0.61 | 0.5448 | Tukey-Kramer | 1.0000 | 0.05 | -5.3290 | 2.8700 | -9.3791 | 6.9201 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 3 | -1.0689 | 1.9966 | 30 | -0.54 | 0.5963 | Tukey-Kramer | 1.0000 | 0.05 | -5.1464 | 3.0086 | -9.1748 | 7.0370 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 3 | -1.3805 | 1.9226 | 30 | -0.72 | 0.4783 | Tukey-Kramer | 1.0000 | 0.05 | -5.3071 | 2.5461 | -9.1863 | 6.4253 |
hospbi*age_gr*sample | C | 6 | 2 | A | 6 | 3 | -0.00946 | 1.7294 | 30 | -0.01 | 0.9957 | Tukey-Kramer | 1.0000 | 0.05 | -3.5413 | 3.5224 | -7.0306 | 7.0117 |
hospbi*age_gr*sample | C | 6 | 2 | B | 6 | 3 | -0.1805 | 1.7151 | 30 | -0.11 | 0.9169 | Tukey-Kramer | 1.0000 | 0.05 | -3.6832 | 3.3221 | -7.1436 | 6.7826 |
hospbi*age_gr*sample | C | 6 | 2 | C | 6 | 3 | -0.1620 | 1.6157 | 30 | -0.10 | 0.9208 | Tukey-Kramer | 1.0000 | 0.05 | -3.4617 | 3.1376 | -6.7216 | 6.3976 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 1 | -3.8310 | 1.9264 | 30 | -1.99 | 0.0559 | Tukey-Kramer | 0.9460 | 0.05 | -7.7653 | 0.1032 | -11.6522 | 3.9901 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 1 | -3.4859 | 1.9039 | 30 | -1.83 | 0.0771 | Tukey-Kramer | 0.9761 | 0.05 | -7.3742 | 0.4024 | -11.2156 | 4.2438 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 1 | -2.6847 | 1.7451 | 30 | -1.54 | 0.1344 | Tukey-Kramer | 0.9970 | 0.05 | -6.2487 | 0.8794 | -9.7698 | 4.4005 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 2 | 0.001681 | 2.9586 | 30 | 0.00 | 0.9996 | Tukey-Kramer | 1.0000 | 0.05 | -6.0406 | 6.0439 | -12.0101 | 12.0134 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 2 | 0.05541 | 2.8997 | 30 | 0.02 | 0.9849 | Tukey-Kramer | 1.0000 | 0.05 | -5.8666 | 5.9774 | -11.7172 | 11.8281 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 2 | 0.06508 | 2.4680 | 30 | 0.03 | 0.9791 | Tukey-Kramer | 1.0000 | 0.05 | -4.9752 | 5.1054 | -9.9548 | 10.0850 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 3 | -1.1087 | 1.6943 | 30 | -0.65 | 0.5179 | Tukey-Kramer | 1.0000 | 0.05 | -4.5690 | 2.3515 | -7.9875 | 5.7701 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 3 | -0.9481 | 1.6815 | 30 | -0.56 | 0.5771 | Tukey-Kramer | 1.0000 | 0.05 | -4.3823 | 2.4861 | -7.7751 | 5.8789 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 3 | -1.2597 | 1.5931 | 30 | -0.79 | 0.4353 | Tukey-Kramer | 1.0000 | 0.05 | -4.5132 | 1.9938 | -7.7275 | 5.2081 |
hospbi*age_gr*sample | A | 6 | 3 | B | 6 | 3 | -0.1711 | 0.1487 | 30 | -1.15 | 0.2590 | Tukey-Kramer | 1.0000 | 0.05 | -0.4748 | 0.1326 | -0.7748 | 0.4326 |
hospbi*age_gr*sample | A | 6 | 3 | C | 6 | 3 | -0.1526 | 0.2885 | 30 | -0.53 | 0.6008 | Tukey-Kramer | 1.0000 | 0.05 | -0.7417 | 0.4366 | -1.3238 | 1.0186 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 1 | -3.8216 | 1.6252 | 30 | -2.35 | 0.0255 | Tukey-Kramer | 0.8015 | 0.05 | -7.1406 | -0.5025 | -10.4197 | 2.7765 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 1 | -3.4764 | 1.5984 | 30 | -2.17 | 0.0377 | Tukey-Kramer | 0.8853 | 0.05 | -6.7408 | -0.2120 | -9.9659 | 3.0130 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 1 | -2.6752 | 1.4056 | 30 | -1.90 | 0.0666 | Tukey-Kramer | 0.9645 | 0.05 | -5.5458 | 0.1953 | -8.3817 | 3.0313 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 2 | 0.01114 | 2.7719 | 30 | 0.00 | 0.9968 | Tukey-Kramer | 1.0000 | 0.05 | -5.6498 | 5.6721 | -11.2426 | 11.2649 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 2 | 0.06487 | 2.7089 | 30 | 0.02 | 0.9811 | Tukey-Kramer | 1.0000 | 0.05 | -5.4675 | 5.5973 | -10.9333 | 11.0630 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 2 | 0.07453 | 2.2408 | 30 | 0.03 | 0.9737 | Tukey-Kramer | 1.0000 | 0.05 | -4.5017 | 4.6508 | -9.0229 | 9.1720 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 3 | -1.0993 | 1.3419 | 30 | -0.82 | 0.4192 | Tukey-Kramer | 1.0000 | 0.05 | -3.8399 | 1.6414 | -6.5475 | 4.3490 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 3 | -0.9387 | 1.3258 | 30 | -0.71 | 0.4844 | Tukey-Kramer | 1.0000 | 0.05 | -3.6462 | 1.7689 | -6.3212 | 4.4439 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 3 | -1.2502 | 1.2116 | 30 | -1.03 | 0.3104 | Tukey-Kramer | 1.0000 | 0.05 | -3.7247 | 1.2242 | -6.1693 | 3.6689 |
hospbi*age_gr*sample | B | 6 | 3 | C | 6 | 3 | 0.01852 | 0.2415 | 30 | 0.08 | 0.9394 | Tukey-Kramer | 1.0000 | 0.05 | -0.4747 | 0.5118 | -0.9620 | 0.9990 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 1 | -3.6505 | 1.6099 | 30 | -2.27 | 0.0307 | Tukey-Kramer | 0.8444 | 0.05 | -6.9384 | -0.3626 | -10.1867 | 2.8857 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 1 | -3.3053 | 1.5829 | 30 | -2.09 | 0.0454 | Tukey-Kramer | 0.9172 | 0.05 | -6.5381 | -0.07260 | -9.7319 | 3.1212 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 1 | -2.5042 | 1.3879 | 30 | -1.80 | 0.0812 | Tukey-Kramer | 0.9796 | 0.05 | -5.3386 | 0.3303 | -8.1390 | 3.1307 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 2 | 0.1822 | 2.7630 | 30 | 0.07 | 0.9479 | Tukey-Kramer | 1.0000 | 0.05 | -5.4606 | 5.8250 | -11.0354 | 11.3998 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 2 | 0.2359 | 2.6998 | 30 | 0.09 | 0.9309 | Tukey-Kramer | 1.0000 | 0.05 | -5.2778 | 5.7497 | -10.7252 | 11.1971 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 2 | 0.2456 | 2.2298 | 30 | 0.11 | 0.9130 | Tukey-Kramer | 1.0000 | 0.05 | -4.3081 | 4.7994 | -8.8071 | 9.2983 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 3 | -0.9282 | 1.3234 | 30 | -0.70 | 0.4885 | Tukey-Kramer | 1.0000 | 0.05 | -3.6310 | 1.7747 | -6.3013 | 4.4450 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 3 | -0.7676 | 1.3071 | 30 | -0.59 | 0.5614 | Tukey-Kramer | 1.0000 | 0.05 | -3.4369 | 1.9018 | -6.0741 | 4.5390 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 3 | -1.0792 | 1.1911 | 30 | -0.91 | 0.3721 | Tukey-Kramer | 1.0000 | 0.05 | -3.5117 | 1.3534 | -5.9150 | 3.7566 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 1 | -3.6690 | 1.5036 | 30 | -2.44 | 0.0208 | Tukey-Kramer | 0.7511 | 0.05 | -6.7398 | -0.5982 | -9.7736 | 2.4356 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 1 | -3.3239 | 1.4746 | 30 | -2.25 | 0.0317 | Tukey-Kramer | 0.8508 | 0.05 | -6.3355 | -0.3122 | -9.3109 | 2.6631 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 1 | -2.5227 | 1.2630 | 30 | -2.00 | 0.0549 | Tukey-Kramer | 0.9439 | 0.05 | -5.1021 | 0.05679 | -7.6505 | 2.6052 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 2 | 0.1637 | 2.7024 | 30 | 0.06 | 0.9521 | Tukey-Kramer | 1.0000 | 0.05 | -5.3554 | 5.6828 | -10.8080 | 11.1354 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 2 | 0.2174 | 2.6378 | 30 | 0.08 | 0.9349 | Tukey-Kramer | 1.0000 | 0.05 | -5.1697 | 5.6046 | -10.4919 | 10.9268 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 2 | 0.2271 | 2.1542 | 30 | 0.11 | 0.9167 | Tukey-Kramer | 1.0000 | 0.05 | -4.1725 | 4.6266 | -8.5190 | 8.9732 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 3 | -0.9467 | 1.1918 | 30 | -0.79 | 0.4333 | Tukey-Kramer | 1.0000 | 0.05 | -3.3807 | 1.4874 | -5.7855 | 3.8921 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 3 | -0.7861 | 1.1736 | 30 | -0.67 | 0.5081 | Tukey-Kramer | 1.0000 | 0.05 | -3.1829 | 1.6107 | -5.5508 | 3.9787 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 3 | -1.0977 | 1.0429 | 30 | -1.05 | 0.3010 | Tukey-Kramer | 1.0000 | 0.05 | -3.2276 | 1.0322 | -5.3319 | 3.1365 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 1 | 0.3452 | 0.1967 | 30 | 1.75 | 0.0895 | Tukey-Kramer | 0.9850 | 0.05 | -0.05658 | 0.7469 | -0.4535 | 1.1438 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 1 | 1.1464 | 0.3816 | 30 | 3.00 | 0.0053 | Tukey-Kramer | 0.3928 | 0.05 | 0.3670 | 1.9257 | -0.4030 | 2.6957 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 2 | 3.8327 | 2.8989 | 30 | 1.32 | 0.1961 | Tukey-Kramer | 0.9997 | 0.05 | -2.0877 | 9.7531 | -7.9367 | 15.6022 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 2 | 3.8864 | 2.8388 | 30 | 1.37 | 0.1811 | Tukey-Kramer | 0.9994 | 0.05 | -1.9111 | 9.6840 | -7.6389 | 15.4118 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 2 | 3.8961 | 2.3961 | 30 | 1.63 | 0.1144 | Tukey-Kramer | 0.9939 | 0.05 | -0.9974 | 8.7897 | -5.8320 | 13.6243 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 3 | 2.7223 | 1.5878 | 30 | 1.71 | 0.0967 | Tukey-Kramer | 0.9885 | 0.05 | -0.5204 | 5.9651 | -3.7241 | 9.1687 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 3 | 2.8829 | 1.5742 | 30 | 1.83 | 0.0770 | Tukey-Kramer | 0.9760 | 0.05 | -0.3319 | 6.0978 | -3.5081 | 9.2740 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 3 | 2.5714 | 1.4793 | 30 | 1.74 | 0.0924 | Tukey-Kramer | 0.9865 | 0.05 | -0.4498 | 5.5925 | -3.4345 | 8.5772 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 1 | 0.8012 | 0.3195 | 30 | 2.51 | 0.0178 | Tukey-Kramer | 0.7100 | 0.05 | 0.1487 | 1.4537 | -0.4959 | 2.0983 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 2 | 3.4876 | 2.8840 | 30 | 1.21 | 0.2360 | Tukey-Kramer | 0.9999 | 0.05 | -2.4024 | 9.3775 | -8.2213 | 15.1965 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 2 | 3.5413 | 2.8236 | 30 | 1.25 | 0.2195 | Tukey-Kramer | 0.9999 | 0.05 | -2.2252 | 9.3078 | -7.9222 | 15.0048 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 2 | 3.5510 | 2.3781 | 30 | 1.49 | 0.1458 | Tukey-Kramer | 0.9980 | 0.05 | -1.3057 | 8.4076 | -6.1038 | 13.2057 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 3 | 2.3772 | 1.5604 | 30 | 1.52 | 0.1381 | Tukey-Kramer | 0.9974 | 0.05 | -0.8096 | 5.5639 | -3.9580 | 8.7123 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 3 | 2.5378 | 1.5465 | 30 | 1.64 | 0.1113 | Tukey-Kramer | 0.9932 | 0.05 | -0.6206 | 5.6962 | -3.7410 | 8.8166 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 3 | 2.2262 | 1.4499 | 30 | 1.54 | 0.1352 | Tukey-Kramer | 0.9971 | 0.05 | -0.7348 | 5.1872 | -3.6601 | 8.1125 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 2 | 2.6864 | 2.7818 | 30 | 0.97 | 0.3419 | Tukey-Kramer | 1.0000 | 0.05 | -2.9947 | 8.3675 | -8.6074 | 13.9801 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 2 | 2.7401 | 2.7190 | 30 | 1.01 | 0.3216 | Tukey-Kramer | 1.0000 | 0.05 | -2.8129 | 8.2931 | -8.2990 | 13.7792 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 2 | 2.7498 | 2.2530 | 30 | 1.22 | 0.2318 | Tukey-Kramer | 0.9999 | 0.05 | -1.8514 | 7.3509 | -6.3971 | 11.8967 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 3 | 1.5760 | 1.3622 | 30 | 1.16 | 0.2564 | Tukey-Kramer | 1.0000 | 0.05 | -1.2060 | 4.3579 | -3.9544 | 7.1064 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 3 | 1.7366 | 1.3463 | 30 | 1.29 | 0.2069 | Tukey-Kramer | 0.9998 | 0.05 | -1.0128 | 4.4860 | -3.7292 | 7.2023 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 3 | 1.4250 | 1.2340 | 30 | 1.15 | 0.2573 | Tukey-Kramer | 1.0000 | 0.05 | -1.0952 | 3.9452 | -3.5850 | 6.4350 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 2 | 0.05373 | 0.3934 | 30 | 0.14 | 0.8923 | Tukey-Kramer | 1.0000 | 0.05 | -0.7498 | 0.8572 | -1.5436 | 1.6510 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 2 | 0.06340 | 0.7632 | 30 | 0.08 | 0.9344 | Tukey-Kramer | 1.0000 | 0.05 | -1.4953 | 1.6221 | -3.0353 | 3.1621 |
hospbi*age_gr*sample | A | 9 | 2 | A | 9 | 3 | -1.1104 | 2.7502 | 30 | -0.40 | 0.6893 | Tukey-Kramer | 1.0000 | 0.05 | -6.7270 | 4.5062 | -12.2759 | 10.0551 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 3 | -0.9498 | 2.7423 | 30 | -0.35 | 0.7315 | Tukey-Kramer | 1.0000 | 0.05 | -6.5503 | 4.6507 | -12.0834 | 10.1838 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 3 | -1.2614 | 2.6890 | 30 | -0.47 | 0.6424 | Tukey-Kramer | 1.0000 | 0.05 | -6.7530 | 4.2302 | -12.1785 | 9.6557 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 2 | 0.009668 | 0.6390 | 30 | 0.02 | 0.9880 | Tukey-Kramer | 1.0000 | 0.05 | -1.2953 | 1.3146 | -2.5845 | 2.6039 |
hospbi*age_gr*sample | B | 9 | 2 | A | 9 | 3 | -1.1641 | 2.6867 | 30 | -0.43 | 0.6679 | Tukey-Kramer | 1.0000 | 0.05 | -6.6511 | 4.3228 | -12.0720 | 9.7437 |
hospbi*age_gr*sample | B | 9 | 2 | B | 9 | 3 | -1.0035 | 2.6787 | 30 | -0.37 | 0.7106 | Tukey-Kramer | 1.0000 | 0.05 | -6.4741 | 4.4670 | -11.8787 | 9.8717 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 3 | -1.3151 | 2.6240 | 30 | -0.50 | 0.6199 | Tukey-Kramer | 1.0000 | 0.05 | -6.6741 | 4.0439 | -11.9685 | 9.3383 |
hospbi*age_gr*sample | C | 9 | 2 | A | 9 | 3 | -1.1738 | 2.2138 | 30 | -0.53 | 0.5999 | Tukey-Kramer | 1.0000 | 0.05 | -5.6950 | 3.3475 | -10.1618 | 7.8142 |
hospbi*age_gr*sample | C | 9 | 2 | B | 9 | 3 | -1.0132 | 2.2041 | 30 | -0.46 | 0.6491 | Tukey-Kramer | 1.0000 | 0.05 | -5.5145 | 3.4881 | -9.9616 | 7.9352 |
hospbi*age_gr*sample | C | 9 | 2 | C | 9 | 3 | -1.3248 | 2.1373 | 30 | -0.62 | 0.5401 | Tukey-Kramer | 1.0000 | 0.05 | -5.6898 | 3.0403 | -10.0023 | 7.3527 |
hospbi*age_gr*sample | A | 9 | 3 | B | 9 | 3 | 0.1606 | 0.1391 | 30 | 1.15 | 0.2574 | Tukey-Kramer | 1.0000 | 0.05 | -0.1235 | 0.4447 | -0.4041 | 0.7253 |
hospbi*age_gr*sample | A | 9 | 3 | C | 9 | 3 | -0.1510 | 0.2698 | 30 | -0.56 | 0.5800 | Tukey-Kramer | 1.0000 | 0.05 | -0.7021 | 0.4001 | -1.2465 | 0.9446 |
hospbi*age_gr*sample | B | 9 | 3 | C | 9 | 3 | -0.3116 | 0.2259 | 30 | -1.38 | 0.1780 | Tukey-Kramer | 0.9994 | 0.05 | -0.7730 | 0.1498 | -1.2288 | 0.6056 |
Data for supplemental table 2 and Figure 1
/*ls means values by head body and tail*/
DATA ki67_lsmeans1 (drop=age_group);
set ki67_lsmeans;
if age_group^="" then delete;
stain="Ki67 ";
rename _NAME_=pancreas_region;
run;
PROC print data=ki67_lsmeans1;
run;
/*grand mean values*/
PROC means data=ki67_lsmeans1 mean;
var lsmean;
class hospbin;
output out=ki67_grandmean;
run;
DATA ki67_grandmean (drop=_type_ _freq_ _stat_);
set ki67_grandmean;
if _stat_^="MEAN" then delete;
if hospbin="" then delete;
pancreas_region="Overall";
stain="Ki67 ";
run;
/*combine files into 1*/
DATA ki67_fig1;
set ki67_lsmeans1 ki67_grandmean;
run;
PROC print data=ki67_fig1;
run;
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 1.48995 | Ki67 |
2 | Head | 6 | 0.50260 | Ki67 |
3 | Head | 9 | 1.93662 | Ki67 |
4 | Body | 3 | 1.70602 | Ki67 |
5 | Body | 6 | 0.67179 | Ki67 |
6 | Body | 9 | 1.75012 | Ki67 |
7 | Tail | 3 | 1.41474 | Ki67 |
8 | Tail | 6 | 0.58658 | Ki67 |
9 | Tail | 9 | 1.58369 | Ki67 |
The MEANS Procedure
Analysis Variable : LSMEAN | ||
---|---|---|
hospbin | N Obs | Mean |
3 | 3 | 1.5369035 |
6 | 3 | 0.5869893 |
9 | 3 | 1.7568097 |
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 1.48995 | Ki67 |
2 | Head | 6 | 0.50260 | Ki67 |
3 | Head | 9 | 1.93662 | Ki67 |
4 | Body | 3 | 1.70602 | Ki67 |
5 | Body | 6 | 0.67179 | Ki67 |
6 | Body | 9 | 1.75012 | Ki67 |
7 | Tail | 3 | 1.41474 | Ki67 |
8 | Tail | 6 | 0.58658 | Ki67 |
9 | Tail | 9 | 1.58369 | Ki67 |
10 | Overall | 3 | 1.53690 | Ki67 |
11 | Overall | 6 | 0.58699 | Ki67 |
12 | Overall | 9 | 1.75681 | Ki67 |
statistical analysis model
PROC glm data=ki67_dual;
class hospbin age_group;
model Head Body Tail= hospbin|age_group/nouni;
repeated sample_type2 / short printe;
lsmeans hospbin|age_group / out=dual_lsmeans(drop=stderr);
run;
quit;
PROC mixed data=ki67;
class case hospbin age_group sample_type2;
model percent_dual=hospbin|age_group|sample_type2;
repeated sample_type2/ subject=case(hospbin) type=un;
lsmeans hospbin|age_group|sample_type2 /adjust=tukey cl pdiff alpha=0.05;
run;
The GLM Procedure
Class Level Information | ||
---|---|---|
Class | Levels | Values |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
Number of Observations Read | 39 |
---|---|
Number of Observations Used | 39 |
The GLM Procedure
Repeated Measures Analysis of Variance
Repeated Measures Level Information | |||
---|---|---|---|
Dependent Variable | Head | Body | Tail |
Level of sample_type2 | 1 | 2 | 3 |
Partial Correlation Coefficients from the Error SSCP Matrix / Prob > |r| | |||
---|---|---|---|
DF = 30 | Head | Body | Tail |
Head |
1.000000
|
0.982131
<.0001
|
0.991505
<.0001
|
Body |
0.982131
<.0001
|
1.000000
|
0.996586
<.0001
|
Tail |
0.991505
<.0001
|
0.996586
<.0001
|
1.000000
|
E = Error SSCP Matrix sample_type2_N represents the contrast between the nth level of sample_type2 and the last |
||
---|---|---|
sample_type2_1 | sample_type2_2 | |
sample_type2_1 | 0.957802 | -0.175799 |
sample_type2_2 | -0.175799 | 0.033895 |
Partial Correlation Coefficients from the Error SSCP Matrix of the Variables Defined by the Specified Transformation / Prob > |r| | ||
---|---|---|
DF = 30 | sample_type2_1 | sample_type2_2 |
sample_type2_1 |
1.000000
|
-0.975681
<.0001
|
sample_type2_2 |
-0.975681
<.0001
|
1.000000
|
Sphericity Tests | ||||
---|---|---|---|---|
Variables | DF | Mauchly's Criterion | Chi-Square | Pr > ChiSq |
Transformed Variates | 2 | 0.0063442 | 146.74644 | <.0001 |
Orthogonal Components | 2 | 0.0034331 | 164.55475 | <.0001 |
MANOVA Test Criteria and Exact F Statistics for the Hypothesis of no sample_type2 Effect H = Type III SSCP Matrix for sample_type2 E = Error SSCP Matrix S=1 M=0 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
Wilks' Lambda | 0.65028907 | 7.80 | 2 | 29 | 0.0020 |
Pillai's Trace | 0.34971093 | 7.80 | 2 | 29 | 0.0020 |
Hotelling-Lawley Trace | 0.53777765 | 7.80 | 2 | 29 | 0.0020 |
Roy's Greatest Root | 0.53777765 | 7.80 | 2 | 29 | 0.0020 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin Effect H = Type III SSCP Matrix for sample_type2*hospbin E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.61233168 | 4.03 | 4 | 58 | 0.0060 |
Pillai's Trace | 0.40895024 | 3.86 | 4 | 60 | 0.0075 |
Hotelling-Lawley Trace | 0.59834631 | 4.29 | 4 | 33.787 | 0.0065 |
Roy's Greatest Root | 0.53315827 | 8.00 | 2 | 30 | 0.0016 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*age_group Effect H = Type III SSCP Matrix for sample_type2*age_group E = Error SSCP Matrix S=2 M=-0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.67224552 | 3.18 | 4 | 58 | 0.0196 |
Pillai's Trace | 0.34572466 | 3.13 | 4 | 60 | 0.0208 |
Hotelling-Lawley Trace | 0.46082019 | 3.31 | 4 | 33.787 | 0.0217 |
Roy's Greatest Root | 0.39275924 | 5.89 | 2 | 30 | 0.0069 |
MANOVA Test Criteria and F Approximations for the Hypothesis of no sample_type2*hospbin*age_group Effect H = Type III SSCP Matrix for sample_type2*hospbin*age_group E = Error SSCP Matrix S=2 M=0.5 N=13.5 |
|||||
---|---|---|---|---|---|
Statistic | Value | F Value | Num DF | Den DF | Pr > F |
NOTE: F Statistic for Roy's Greatest Root is an upper bound. | |||||
NOTE: F Statistic for Wilks' Lambda is exact. | |||||
Wilks' Lambda | 0.42132407 | 3.92 | 8 | 58 | 0.0009 |
Pillai's Trace | 0.65936618 | 3.69 | 8 | 60 | 0.0015 |
Hotelling-Lawley Trace | 1.18195398 | 4.20 | 8 | 39.176 | 0.0010 |
Roy's Greatest Root | 0.98813931 | 7.41 | 4 | 30 | 0.0003 |
The GLM Procedure
Repeated Measures Analysis of Variance
Tests of Hypotheses for Between Subjects Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F |
---|---|---|---|---|---|
hospbin | 2 | 0.23699376 | 0.11849688 | 1.23 | 0.3054 |
age_group | 2 | 0.56197886 | 0.28098943 | 2.93 | 0.0690 |
hospbin*age_group | 4 | 0.64108151 | 0.16027038 | 1.67 | 0.1831 |
Error | 30 | 2.88047805 | 0.09601594 |
The GLM Procedure
Repeated Measures Analysis of Variance
Univariate Tests of Hypotheses for Within Subject Effects
Source | DF | Type III SS | Mean Square | F Value | Pr > F | Adj Pr > F | |
---|---|---|---|---|---|---|---|
G - G | H-F-L | ||||||
sample_type2 | 2 | 0.04137510 | 0.02068755 | 1.59 | 0.2114 | 0.2164 | 0.2164 |
sample_type2*hospbin | 4 | 0.08368087 | 0.02092022 | 1.61 | 0.1828 | 0.2161 | 0.2161 |
sample_type2*age_group | 4 | 0.12276701 | 0.03069175 | 2.37 | 0.0628 | 0.1110 | 0.1110 |
sample_type2*hospbin*age_group | 8 | 0.20008323 | 0.02501040 | 1.93 | 0.0721 | 0.1314 | 0.1314 |
Error(sample_type2) | 60 | 0.77833063 | 0.01297218 |
Greenhouse-Geisser Epsilon | 0.5009 |
---|---|
Huynh-Feldt-Lecoutre Epsilon | 0.5009 |
The GLM Procedure
Least Squares Means
hospbin | Head LSMEAN |
---|---|
3 | 0.23147194 |
6 | 0.01599092 |
9 | 0.02947989 |
hospbin | Body LSMEAN |
---|---|
3 | 0.07504355 |
6 | 0.01401566 |
9 | 0.02283059 |
hospbin | Tail LSMEAN |
---|---|
3 | 0.10131284 |
6 | 0.02550048 |
9 | 0.02499461 |
age_group | Head LSMEAN |
---|---|
1 | 0.26283413 |
2 | 0.00957183 |
3 | 0.00453678 |
age_group | Body LSMEAN |
---|---|
1 | 0.09955879 |
2 | 0.00699655 |
3 | 0.00533446 |
age_group | Tail LSMEAN |
---|---|
1 | 0.12511947 |
2 | 0.01804942 |
3 | 0.00863904 |
hospbin | age_group | Head LSMEAN |
---|---|---|
3 | 1 | 0.68773446 |
3 | 2 | 0.00266997 |
3 | 3 | 0.00401140 |
6 | 1 | 0.02151718 |
6 | 2 | 0.02289088 |
6 | 3 | 0.00356470 |
9 | 1 | 0.07925076 |
9 | 2 | 0.00315465 |
9 | 3 | 0.00603425 |
hospbin | age_group | Body LSMEAN |
---|---|---|
3 | 1 | 0.21621333 |
3 | 2 | 0.00368489 |
3 | 3 | 0.00523243 |
6 | 1 | 0.02264907 |
6 | 2 | 0.01579612 |
6 | 3 | 0.00360181 |
9 | 1 | 0.05981397 |
9 | 2 | 0.00150866 |
9 | 3 | 0.00716912 |
hospbin | age_group | Tail LSMEAN |
---|---|---|
3 | 1 | 0.29366926 |
3 | 2 | 0.00319925 |
3 | 3 | 0.00707002 |
6 | 1 | 0.02248340 |
6 | 2 | 0.04729120 |
6 | 3 | 0.00672685 |
9 | 1 | 0.05920576 |
9 | 2 | 0.00365781 |
9 | 3 | 0.01212026 |
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.KI67 |
Dependent Variable | percent_dual |
Covariance Structure | Unstructured |
Subject Effect | Case(hospbin) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
hospbin | 3 | 3 6 9 |
age_group | 3 | 1 2 3 |
sample_type2 | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 6 |
Columns in X | 64 |
Columns in Z | 0 |
Subjects | 39 |
Max Obs per Subject | 3 |
Number of Observations | |
---|---|
Number of Observations Read | 117 |
Number of Observations Used | 117 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 1.25531523 | |
1 | 1 | -324.90184044 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(hospbin) | 0.09490 |
UN(2,1) | Case(hospbin) | 0.02997 |
UN(2,2) | Case(hospbin) | 0.009812 |
UN(3,1) | Case(hospbin) | 0.04011 |
UN(3,2) | Case(hospbin) | 0.01296 |
UN(3,3) | Case(hospbin) | 0.01724 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | -324.9 |
AIC (Smaller is Better) | -312.9 |
AICC (Smaller is Better) | -311.9 |
BIC (Smaller is Better) | -302.9 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
5 | 326.16 | <.0001 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
hospbin | 2 | 30 | 1.23 | 0.3054 |
age_group | 2 | 30 | 2.93 | 0.0690 |
hospbin*age_group | 4 | 30 | 1.67 | 0.1831 |
sample_type2 | 2 | 30 | 8.07 | 0.0016 |
hospbin*sample_type2 | 4 | 30 | 4.49 | 0.0058 |
age_group*sample_typ | 4 | 30 | 3.46 | 0.0195 |
hospbi*age_gr*sample | 8 | 30 | 4.43 | 0.0013 |
Least Squares Means | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
hospbin | 3 | 0.1359 | 0.05838 | 30 | 2.33 | 0.0268 | 0.05 | 0.01672 | 0.2552 | ||
hospbin | 6 | 0.01850 | 0.05635 | 30 | 0.33 | 0.7449 | 0.05 | -0.09658 | 0.1336 | ||
hospbin | 9 | 0.02577 | 0.06993 | 30 | 0.37 | 0.7151 | 0.05 | -0.1170 | 0.1686 | ||
age_group | 1 | 0.1625 | 0.05444 | 30 | 2.99 | 0.0056 | 0.05 | 0.05133 | 0.2737 | ||
age_group | 2 | 0.01154 | 0.08433 | 30 | 0.14 | 0.8921 | 0.05 | -0.1607 | 0.1838 | ||
age_group | 3 | 0.006170 | 0.03738 | 30 | 0.17 | 0.8700 | 0.05 | -0.07016 | 0.08250 | ||
hospbin*age_group | 3 | 1 | 0.3992 | 0.1033 | 30 | 3.86 | 0.0006 | 0.05 | 0.1883 | 0.6101 | |
hospbin*age_group | 3 | 2 | 0.003185 | 0.1265 | 30 | 0.03 | 0.9801 | 0.05 | -0.2552 | 0.2615 | |
hospbin*age_group | 3 | 3 | 0.005438 | 0.06325 | 30 | 0.09 | 0.9321 | 0.05 | -0.1237 | 0.1346 | |
hospbin*age_group | 6 | 1 | 0.02222 | 0.08945 | 30 | 0.25 | 0.8055 | 0.05 | -0.1605 | 0.2049 | |
hospbin*age_group | 6 | 2 | 0.02866 | 0.1265 | 30 | 0.23 | 0.8223 | 0.05 | -0.2297 | 0.2870 | |
hospbin*age_group | 6 | 3 | 0.004631 | 0.06762 | 30 | 0.07 | 0.9459 | 0.05 | -0.1335 | 0.1427 | |
hospbin*age_group | 9 | 1 | 0.06609 | 0.08945 | 30 | 0.74 | 0.4657 | 0.05 | -0.1166 | 0.2488 | |
hospbin*age_group | 9 | 2 | 0.002774 | 0.1789 | 30 | 0.02 | 0.9877 | 0.05 | -0.3626 | 0.3681 | |
hospbin*age_group | 9 | 3 | 0.008441 | 0.06325 | 30 | 0.13 | 0.8947 | 0.05 | -0.1207 | 0.1376 | |
sample_type2 | A | 0.09231 | 0.06148 | 30 | 1.50 | 0.1437 | 0.05 | -0.03325 | 0.2179 | ||
sample_type2 | B | 0.03730 | 0.01977 | 30 | 1.89 | 0.0689 | 0.05 | -0.00308 | 0.07767 | ||
sample_type2 | C | 0.05060 | 0.02621 | 30 | 1.93 | 0.0630 | 0.05 | -0.00292 | 0.1041 | ||
hospbin*sample_type2 | A | 3 | 0.2315 | 0.1005 | 30 | 2.30 | 0.0284 | 0.05 | 0.02617 | 0.4368 | |
hospbin*sample_type2 | B | 3 | 0.07504 | 0.03232 | 30 | 2.32 | 0.0272 | 0.05 | 0.009032 | 0.1411 | |
hospbin*sample_type2 | C | 3 | 0.1013 | 0.04285 | 30 | 2.36 | 0.0247 | 0.05 | 0.01380 | 0.1888 | |
hospbin*sample_type2 | A | 6 | 0.01599 | 0.09703 | 30 | 0.16 | 0.8702 | 0.05 | -0.1822 | 0.2142 | |
hospbin*sample_type2 | B | 6 | 0.01402 | 0.03120 | 30 | 0.45 | 0.6565 | 0.05 | -0.04970 | 0.07773 | |
hospbin*sample_type2 | C | 6 | 0.02550 | 0.04136 | 30 | 0.62 | 0.5422 | 0.05 | -0.05897 | 0.1100 | |
hospbin*sample_type2 | A | 9 | 0.02948 | 0.1204 | 30 | 0.24 | 0.8083 | 0.05 | -0.2164 | 0.2754 | |
hospbin*sample_type2 | B | 9 | 0.02283 | 0.03872 | 30 | 0.59 | 0.5598 | 0.05 | -0.05624 | 0.1019 | |
hospbin*sample_type2 | C | 9 | 0.02499 | 0.05133 | 30 | 0.49 | 0.6298 | 0.05 | -0.07983 | 0.1298 | |
age_group*sample_typ | A | 1 | 0.2628 | 0.09374 | 30 | 2.80 | 0.0088 | 0.05 | 0.07139 | 0.4543 | |
age_group*sample_typ | B | 1 | 0.09956 | 0.03014 | 30 | 3.30 | 0.0025 | 0.05 | 0.03800 | 0.1611 | |
age_group*sample_typ | C | 1 | 0.1251 | 0.03996 | 30 | 3.13 | 0.0039 | 0.05 | 0.04351 | 0.2067 | |
age_group*sample_typ | A | 2 | 0.009572 | 0.1452 | 30 | 0.07 | 0.9479 | 0.05 | -0.2870 | 0.3062 | |
age_group*sample_typ | B | 2 | 0.006997 | 0.04669 | 30 | 0.15 | 0.8819 | 0.05 | -0.08837 | 0.1024 | |
age_group*sample_typ | C | 2 | 0.01805 | 0.06190 | 30 | 0.29 | 0.7726 | 0.05 | -0.1084 | 0.1445 | |
age_group*sample_typ | A | 3 | 0.004537 | 0.06436 | 30 | 0.07 | 0.9443 | 0.05 | -0.1269 | 0.1360 | |
age_group*sample_typ | B | 3 | 0.005334 | 0.02069 | 30 | 0.26 | 0.7983 | 0.05 | -0.03693 | 0.04760 | |
age_group*sample_typ | C | 3 | 0.008639 | 0.02744 | 30 | 0.31 | 0.7550 | 0.05 | -0.04739 | 0.06467 | |
hospbi*age_gr*sample | A | 3 | 1 | 0.6877 | 0.1779 | 30 | 3.87 | 0.0006 | 0.05 | 0.3245 | 1.0510 |
hospbi*age_gr*sample | B | 3 | 1 | 0.2162 | 0.05719 | 30 | 3.78 | 0.0007 | 0.05 | 0.09942 | 0.3330 |
hospbi*age_gr*sample | C | 3 | 1 | 0.2937 | 0.07582 | 30 | 3.87 | 0.0005 | 0.05 | 0.1388 | 0.4485 |
hospbi*age_gr*sample | A | 3 | 2 | 0.002670 | 0.2178 | 30 | 0.01 | 0.9903 | 0.05 | -0.4422 | 0.4475 |
hospbi*age_gr*sample | B | 3 | 2 | 0.003685 | 0.07004 | 30 | 0.05 | 0.9584 | 0.05 | -0.1394 | 0.1467 |
hospbi*age_gr*sample | C | 3 | 2 | 0.003199 | 0.09286 | 30 | 0.03 | 0.9727 | 0.05 | -0.1864 | 0.1928 |
hospbi*age_gr*sample | A | 3 | 3 | 0.004011 | 0.1089 | 30 | 0.04 | 0.9709 | 0.05 | -0.2184 | 0.2265 |
hospbi*age_gr*sample | B | 3 | 3 | 0.005232 | 0.03502 | 30 | 0.15 | 0.8822 | 0.05 | -0.06629 | 0.07675 |
hospbi*age_gr*sample | C | 3 | 3 | 0.007070 | 0.04643 | 30 | 0.15 | 0.8800 | 0.05 | -0.08775 | 0.1019 |
hospbi*age_gr*sample | A | 6 | 1 | 0.02152 | 0.1540 | 30 | 0.14 | 0.8898 | 0.05 | -0.2931 | 0.3361 |
hospbi*age_gr*sample | B | 6 | 1 | 0.02265 | 0.04953 | 30 | 0.46 | 0.6507 | 0.05 | -0.07850 | 0.1238 |
hospbi*age_gr*sample | C | 6 | 1 | 0.02248 | 0.06566 | 30 | 0.34 | 0.7344 | 0.05 | -0.1116 | 0.1566 |
hospbi*age_gr*sample | A | 6 | 2 | 0.02289 | 0.2178 | 30 | 0.11 | 0.9170 | 0.05 | -0.4220 | 0.4678 |
hospbi*age_gr*sample | B | 6 | 2 | 0.01580 | 0.07004 | 30 | 0.23 | 0.8231 | 0.05 | -0.1272 | 0.1588 |
hospbi*age_gr*sample | C | 6 | 2 | 0.04729 | 0.09286 | 30 | 0.51 | 0.6143 | 0.05 | -0.1423 | 0.2369 |
hospbi*age_gr*sample | A | 6 | 3 | 0.003565 | 0.1164 | 30 | 0.03 | 0.9758 | 0.05 | -0.2342 | 0.2414 |
hospbi*age_gr*sample | B | 6 | 3 | 0.003602 | 0.03744 | 30 | 0.10 | 0.9240 | 0.05 | -0.07286 | 0.08006 |
hospbi*age_gr*sample | C | 6 | 3 | 0.006727 | 0.04963 | 30 | 0.14 | 0.8931 | 0.05 | -0.09464 | 0.1081 |
hospbi*age_gr*sample | A | 9 | 1 | 0.07925 | 0.1540 | 30 | 0.51 | 0.6107 | 0.05 | -0.2353 | 0.3938 |
hospbi*age_gr*sample | B | 9 | 1 | 0.05981 | 0.04953 | 30 | 1.21 | 0.2366 | 0.05 | -0.04133 | 0.1610 |
hospbi*age_gr*sample | C | 9 | 1 | 0.05921 | 0.06566 | 30 | 0.90 | 0.3744 | 0.05 | -0.07489 | 0.1933 |
hospbi*age_gr*sample | A | 9 | 2 | 0.003155 | 0.3081 | 30 | 0.01 | 0.9919 | 0.05 | -0.6260 | 0.6323 |
hospbi*age_gr*sample | B | 9 | 2 | 0.001509 | 0.09905 | 30 | 0.02 | 0.9879 | 0.05 | -0.2008 | 0.2038 |
hospbi*age_gr*sample | C | 9 | 2 | 0.003658 | 0.1313 | 30 | 0.03 | 0.9780 | 0.05 | -0.2645 | 0.2718 |
hospbi*age_gr*sample | A | 9 | 3 | 0.006034 | 0.1089 | 30 | 0.06 | 0.9562 | 0.05 | -0.2164 | 0.2285 |
hospbi*age_gr*sample | B | 9 | 3 | 0.007169 | 0.03502 | 30 | 0.20 | 0.8392 | 0.05 | -0.06435 | 0.07869 |
hospbi*age_gr*sample | C | 9 | 3 | 0.01212 | 0.04643 | 30 | 0.26 | 0.7958 | 0.05 | -0.08270 | 0.1069 |
Differences of Least Squares Means | ||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | sample_type2 | hospbin | age_group | _sample_type2 | hospbin | _age_group | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
hospbin | 3 | 6 | 0.1174 | 0.08114 | 30 | 1.45 | 0.1581 | Tukey-Kramer | 0.3302 | 0.05 | -0.04826 | 0.2831 | -0.08258 | 0.3175 | ||||
hospbin | 3 | 9 | 0.1102 | 0.09109 | 30 | 1.21 | 0.2359 | Tukey-Kramer | 0.4569 | 0.05 | -0.07586 | 0.2962 | -0.1144 | 0.3347 | ||||
hospbin | 6 | 9 | -0.00727 | 0.08980 | 30 | -0.08 | 0.9361 | Tukey-Kramer | 0.9964 | 0.05 | -0.1907 | 0.1761 | -0.2287 | 0.2141 | ||||
age_group | 1 | 2 | 0.1510 | 0.1004 | 30 | 1.50 | 0.1430 | Tukey-Kramer | 0.3034 | 0.05 | -0.05403 | 0.3560 | -0.09649 | 0.3984 | ||||
age_group | 1 | 3 | 0.1563 | 0.06603 | 30 | 2.37 | 0.0246 | Tukey-Kramer | 0.0618 | 0.05 | 0.02147 | 0.2912 | -0.00646 | 0.3191 | ||||
age_group | 2 | 3 | 0.005369 | 0.09225 | 30 | 0.06 | 0.9540 | Tukey-Kramer | 0.9981 | 0.05 | -0.1830 | 0.1938 | -0.2220 | 0.2328 | ||||
hospbin*age_group | 3 | 1 | 3 | 2 | 0.3960 | 0.1633 | 30 | 2.42 | 0.0215 | Tukey-Kramer | 0.3075 | 0.05 | 0.06249 | 0.7296 | -0.1490 | 0.9411 | ||
hospbin*age_group | 3 | 1 | 3 | 3 | 0.3938 | 0.1211 | 30 | 3.25 | 0.0028 | Tukey-Kramer | 0.0608 | 0.05 | 0.1464 | 0.6411 | -0.01046 | 0.7980 | ||
hospbin*age_group | 3 | 1 | 6 | 1 | 0.3770 | 0.1366 | 30 | 2.76 | 0.0098 | Tukey-Kramer | 0.1702 | 0.05 | 0.09794 | 0.6560 | -0.07904 | 0.8330 | ||
hospbin*age_group | 3 | 1 | 6 | 2 | 0.3705 | 0.1633 | 30 | 2.27 | 0.0306 | Tukey-Kramer | 0.3908 | 0.05 | 0.03702 | 0.7041 | -0.1745 | 0.9156 | ||
hospbin*age_group | 3 | 1 | 6 | 3 | 0.3946 | 0.1235 | 30 | 3.20 | 0.0033 | Tukey-Kramer | 0.0688 | 0.05 | 0.1425 | 0.6467 | -0.01745 | 0.8066 | ||
hospbin*age_group | 3 | 1 | 9 | 1 | 0.3331 | 0.1366 | 30 | 2.44 | 0.0209 | Tukey-Kramer | 0.3011 | 0.05 | 0.05406 | 0.6122 | -0.1229 | 0.7891 | ||
hospbin*age_group | 3 | 1 | 9 | 2 | 0.3964 | 0.2066 | 30 | 1.92 | 0.0645 | Tukey-Kramer | 0.6067 | 0.05 | -0.02545 | 0.8183 | -0.2930 | 1.0859 | ||
hospbin*age_group | 3 | 1 | 9 | 3 | 0.3908 | 0.1211 | 30 | 3.23 | 0.0030 | Tukey-Kramer | 0.0643 | 0.05 | 0.1434 | 0.6381 | -0.01346 | 0.7950 | ||
hospbin*age_group | 3 | 2 | 3 | 3 | -0.00225 | 0.1414 | 30 | -0.02 | 0.9874 | Tukey-Kramer | 1.0000 | 0.05 | -0.2911 | 0.2866 | -0.4743 | 0.4698 | ||
hospbin*age_group | 3 | 2 | 6 | 1 | -0.01903 | 0.1549 | 30 | -0.12 | 0.9031 | Tukey-Kramer | 1.0000 | 0.05 | -0.3354 | 0.2974 | -0.5361 | 0.4981 | ||
hospbin*age_group | 3 | 2 | 6 | 2 | -0.02547 | 0.1789 | 30 | -0.14 | 0.8877 | Tukey-Kramer | 1.0000 | 0.05 | -0.3908 | 0.3399 | -0.6226 | 0.5716 | ||
hospbin*age_group | 3 | 2 | 6 | 3 | -0.00145 | 0.1434 | 30 | -0.01 | 0.9920 | Tukey-Kramer | 1.0000 | 0.05 | -0.2944 | 0.2915 | -0.4802 | 0.4773 | ||
hospbin*age_group | 3 | 2 | 9 | 1 | -0.06291 | 0.1549 | 30 | -0.41 | 0.6876 | Tukey-Kramer | 1.0000 | 0.05 | -0.3793 | 0.2535 | -0.5800 | 0.4542 | ||
hospbin*age_group | 3 | 2 | 9 | 2 | 0.000411 | 0.2191 | 30 | 0.00 | 0.9985 | Tukey-Kramer | 1.0000 | 0.05 | -0.4471 | 0.4479 | -0.7309 | 0.7317 | ||
hospbin*age_group | 3 | 2 | 9 | 3 | -0.00526 | 0.1414 | 30 | -0.04 | 0.9706 | Tukey-Kramer | 1.0000 | 0.05 | -0.2941 | 0.2836 | -0.4773 | 0.4668 | ||
hospbin*age_group | 3 | 3 | 6 | 1 | -0.01678 | 0.1096 | 30 | -0.15 | 0.8793 | Tukey-Kramer | 1.0000 | 0.05 | -0.2405 | 0.2070 | -0.3824 | 0.3489 | ||
hospbin*age_group | 3 | 3 | 6 | 2 | -0.02322 | 0.1414 | 30 | -0.16 | 0.8707 | Tukey-Kramer | 1.0000 | 0.05 | -0.3121 | 0.2656 | -0.4953 | 0.4488 | ||
hospbin*age_group | 3 | 3 | 6 | 3 | 0.000807 | 0.09259 | 30 | 0.01 | 0.9931 | Tukey-Kramer | 1.0000 | 0.05 | -0.1883 | 0.1899 | -0.3082 | 0.3098 | ||
hospbin*age_group | 3 | 3 | 9 | 1 | -0.06065 | 0.1096 | 30 | -0.55 | 0.5839 | Tukey-Kramer | 0.9997 | 0.05 | -0.2844 | 0.1631 | -0.4263 | 0.3050 | ||
hospbin*age_group | 3 | 3 | 9 | 2 | 0.002664 | 0.1898 | 30 | 0.01 | 0.9889 | Tukey-Kramer | 1.0000 | 0.05 | -0.3849 | 0.3902 | -0.6306 | 0.6360 | ||
hospbin*age_group | 3 | 3 | 9 | 3 | -0.00300 | 0.08945 | 30 | -0.03 | 0.9734 | Tukey-Kramer | 1.0000 | 0.05 | -0.1857 | 0.1797 | -0.3015 | 0.2955 | ||
hospbin*age_group | 6 | 1 | 6 | 2 | -0.00644 | 0.1549 | 30 | -0.04 | 0.9671 | Tukey-Kramer | 1.0000 | 0.05 | -0.3229 | 0.3100 | -0.5235 | 0.5106 | ||
hospbin*age_group | 6 | 1 | 6 | 3 | 0.01759 | 0.1121 | 30 | 0.16 | 0.8764 | Tukey-Kramer | 1.0000 | 0.05 | -0.2114 | 0.2466 | -0.3567 | 0.3918 | ||
hospbin*age_group | 6 | 1 | 9 | 1 | -0.04387 | 0.1265 | 30 | -0.35 | 0.7311 | Tukey-Kramer | 1.0000 | 0.05 | -0.3022 | 0.2145 | -0.4661 | 0.3783 | ||
hospbin*age_group | 6 | 1 | 9 | 2 | 0.01944 | 0.2000 | 30 | 0.10 | 0.9232 | Tukey-Kramer | 1.0000 | 0.05 | -0.3890 | 0.4279 | -0.6481 | 0.6870 | ||
hospbin*age_group | 6 | 1 | 9 | 3 | 0.01378 | 0.1096 | 30 | 0.13 | 0.9008 | Tukey-Kramer | 1.0000 | 0.05 | -0.2100 | 0.2375 | -0.3519 | 0.3794 | ||
hospbin*age_group | 6 | 2 | 6 | 3 | 0.02403 | 0.1434 | 30 | 0.17 | 0.8681 | Tukey-Kramer | 1.0000 | 0.05 | -0.2689 | 0.3170 | -0.4547 | 0.5028 | ||
hospbin*age_group | 6 | 2 | 9 | 1 | -0.03743 | 0.1549 | 30 | -0.24 | 0.8107 | Tukey-Kramer | 1.0000 | 0.05 | -0.3538 | 0.2790 | -0.5545 | 0.4797 | ||
hospbin*age_group | 6 | 2 | 9 | 2 | 0.02589 | 0.2191 | 30 | 0.12 | 0.9067 | Tukey-Kramer | 1.0000 | 0.05 | -0.4216 | 0.4734 | -0.7054 | 0.7572 | ||
hospbin*age_group | 6 | 2 | 9 | 3 | 0.02022 | 0.1414 | 30 | 0.14 | 0.8873 | Tukey-Kramer | 1.0000 | 0.05 | -0.2686 | 0.3091 | -0.4518 | 0.4923 | ||
hospbin*age_group | 6 | 3 | 9 | 1 | -0.06146 | 0.1121 | 30 | -0.55 | 0.5877 | Tukey-Kramer | 0.9997 | 0.05 | -0.2905 | 0.1675 | -0.4357 | 0.3128 | ||
hospbin*age_group | 6 | 3 | 9 | 2 | 0.001857 | 0.1913 | 30 | 0.01 | 0.9923 | Tukey-Kramer | 1.0000 | 0.05 | -0.3887 | 0.3924 | -0.6364 | 0.6402 | ||
hospbin*age_group | 6 | 3 | 9 | 3 | -0.00381 | 0.09259 | 30 | -0.04 | 0.9674 | Tukey-Kramer | 1.0000 | 0.05 | -0.1929 | 0.1853 | -0.3128 | 0.3052 | ||
hospbin*age_group | 9 | 1 | 9 | 2 | 0.06332 | 0.2000 | 30 | 0.32 | 0.7538 | Tukey-Kramer | 1.0000 | 0.05 | -0.3452 | 0.4718 | -0.6042 | 0.7309 | ||
hospbin*age_group | 9 | 1 | 9 | 3 | 0.05765 | 0.1096 | 30 | 0.53 | 0.6026 | Tukey-Kramer | 0.9998 | 0.05 | -0.1661 | 0.2814 | -0.3080 | 0.4233 | ||
hospbin*age_group | 9 | 2 | 9 | 3 | -0.00567 | 0.1898 | 30 | -0.03 | 0.9764 | Tukey-Kramer | 1.0000 | 0.05 | -0.3932 | 0.3819 | -0.6390 | 0.6276 | ||
sample_type2 | A | B | 0.05502 | 0.04223 | 30 | 1.30 | 0.2026 | Tukey-Kramer | 0.4047 | 0.05 | -0.03123 | 0.1413 | -0.04909 | 0.1591 | ||||
sample_type2 | A | C | 0.04171 | 0.03566 | 30 | 1.17 | 0.2513 | Tukey-Kramer | 0.4800 | 0.05 | -0.03112 | 0.1145 | -0.04620 | 0.1296 | ||||
sample_type2 | B | C | -0.01331 | 0.006708 | 30 | -1.98 | 0.0565 | Tukey-Kramer | 0.1337 | 0.05 | -0.02701 | 0.000394 | -0.02984 | 0.003232 | ||||
hospbin*sample_type2 | A | 3 | B | 3 | 0.1564 | 0.06905 | 30 | 2.27 | 0.0309 | Tukey-Kramer | 0.3928 | 0.05 | 0.01541 | 0.2974 | -0.07403 | 0.3869 | ||
hospbin*sample_type2 | A | 3 | C | 3 | 0.1302 | 0.05831 | 30 | 2.23 | 0.0332 | Tukey-Kramer | 0.4118 | 0.05 | 0.01108 | 0.2492 | -0.06444 | 0.3248 | ||
hospbin*sample_type2 | A | 3 | A | 6 | 0.2155 | 0.1397 | 30 | 1.54 | 0.1335 | Tukey-Kramer | 0.8267 | 0.05 | -0.06986 | 0.5008 | -0.2508 | 0.6818 | ||
hospbin*sample_type2 | A | 3 | B | 6 | 0.2175 | 0.1053 | 30 | 2.07 | 0.0476 | Tukey-Kramer | 0.5132 | 0.05 | 0.002494 | 0.4324 | -0.1338 | 0.5687 | ||
hospbin*sample_type2 | A | 3 | C | 6 | 0.2060 | 0.1087 | 30 | 1.89 | 0.0678 | Tukey-Kramer | 0.6222 | 0.05 | -0.01603 | 0.4280 | -0.1568 | 0.5688 | ||
hospbin*sample_type2 | A | 3 | A | 9 | 0.2020 | 0.1569 | 30 | 1.29 | 0.2077 | Tukey-Kramer | 0.9273 | 0.05 | -0.1184 | 0.5223 | -0.3215 | 0.7255 | ||
hospbin*sample_type2 | A | 3 | B | 9 | 0.2086 | 0.1077 | 30 | 1.94 | 0.0622 | Tukey-Kramer | 0.5954 | 0.05 | -0.01136 | 0.4286 | -0.1509 | 0.5682 | ||
hospbin*sample_type2 | A | 3 | C | 9 | 0.2065 | 0.1129 | 30 | 1.83 | 0.0773 | Tukey-Kramer | 0.6636 | 0.05 | -0.02404 | 0.4370 | -0.1702 | 0.5832 | ||
hospbin*sample_type2 | B | 3 | C | 3 | -0.02627 | 0.01097 | 30 | -2.39 | 0.0231 | Tukey-Kramer | 0.3226 | 0.05 | -0.04867 | -0.00387 | -0.06288 | 0.01034 | ||
hospbin*sample_type2 | B | 3 | A | 6 | 0.05905 | 0.1023 | 30 | 0.58 | 0.5680 | Tukey-Kramer | 0.9996 | 0.05 | -0.1498 | 0.2679 | -0.2823 | 0.4004 | ||
hospbin*sample_type2 | B | 3 | B | 6 | 0.06103 | 0.04492 | 30 | 1.36 | 0.1844 | Tukey-Kramer | 0.9044 | 0.05 | -0.03072 | 0.1528 | -0.08890 | 0.2110 | ||
hospbin*sample_type2 | B | 3 | C | 6 | 0.04954 | 0.05249 | 30 | 0.94 | 0.3528 | Tukey-Kramer | 0.9882 | 0.05 | -0.05766 | 0.1567 | -0.1257 | 0.2247 | ||
hospbin*sample_type2 | B | 3 | A | 9 | 0.04556 | 0.1247 | 30 | 0.37 | 0.7173 | Tukey-Kramer | 1.0000 | 0.05 | -0.2091 | 0.3002 | -0.3705 | 0.4617 | ||
hospbin*sample_type2 | B | 3 | B | 9 | 0.05221 | 0.05044 | 30 | 1.04 | 0.3088 | Tukey-Kramer | 0.9789 | 0.05 | -0.05079 | 0.1552 | -0.1161 | 0.2205 | ||
hospbin*sample_type2 | B | 3 | C | 9 | 0.05005 | 0.06066 | 30 | 0.83 | 0.4158 | Tukey-Kramer | 0.9951 | 0.05 | -0.07383 | 0.1739 | -0.1524 | 0.2525 | ||
hospbin*sample_type2 | C | 3 | A | 6 | 0.08532 | 0.1061 | 30 | 0.80 | 0.4275 | Tukey-Kramer | 0.9959 | 0.05 | -0.1313 | 0.3020 | -0.2687 | 0.4393 | ||
hospbin*sample_type2 | C | 3 | B | 6 | 0.08730 | 0.05301 | 30 | 1.65 | 0.1100 | Tukey-Kramer | 0.7720 | 0.05 | -0.02095 | 0.1955 | -0.08961 | 0.2642 | ||
hospbin*sample_type2 | C | 3 | C | 6 | 0.07581 | 0.05956 | 30 | 1.27 | 0.2128 | Tukey-Kramer | 0.9316 | 0.05 | -0.04582 | 0.1974 | -0.1230 | 0.2746 | ||
hospbin*sample_type2 | C | 3 | A | 9 | 0.07183 | 0.1278 | 30 | 0.56 | 0.5783 | Tukey-Kramer | 0.9997 | 0.05 | -0.1892 | 0.3329 | -0.3547 | 0.4984 | ||
hospbin*sample_type2 | C | 3 | B | 9 | 0.07848 | 0.05775 | 30 | 1.36 | 0.1843 | Tukey-Kramer | 0.9042 | 0.05 | -0.03946 | 0.1964 | -0.1143 | 0.2712 | ||
hospbin*sample_type2 | C | 3 | C | 9 | 0.07632 | 0.06686 | 30 | 1.14 | 0.2627 | Tukey-Kramer | 0.9625 | 0.05 | -0.06024 | 0.2129 | -0.1468 | 0.2995 | ||
hospbin*sample_type2 | A | 6 | B | 6 | 0.001975 | 0.06665 | 30 | 0.03 | 0.9766 | Tukey-Kramer | 1.0000 | 0.05 | -0.1341 | 0.1381 | -0.2205 | 0.2244 | ||
hospbin*sample_type2 | A | 6 | C | 6 | -0.00951 | 0.05628 | 30 | -0.17 | 0.8670 | Tukey-Kramer | 1.0000 | 0.05 | -0.1244 | 0.1054 | -0.1973 | 0.1783 | ||
hospbin*sample_type2 | A | 6 | A | 9 | -0.01349 | 0.1546 | 30 | -0.09 | 0.9311 | Tukey-Kramer | 1.0000 | 0.05 | -0.3293 | 0.3023 | -0.5296 | 0.5026 | ||
hospbin*sample_type2 | A | 6 | B | 9 | -0.00684 | 0.1045 | 30 | -0.07 | 0.9482 | Tukey-Kramer | 1.0000 | 0.05 | -0.2202 | 0.2065 | -0.3555 | 0.3418 | ||
hospbin*sample_type2 | A | 6 | C | 9 | -0.00900 | 0.1098 | 30 | -0.08 | 0.9352 | Tukey-Kramer | 1.0000 | 0.05 | -0.2332 | 0.2152 | -0.3754 | 0.3574 | ||
hospbin*sample_type2 | B | 6 | C | 6 | -0.01148 | 0.01059 | 30 | -1.08 | 0.2867 | Tukey-Kramer | 0.9721 | 0.05 | -0.03311 | 0.01014 | -0.04682 | 0.02385 | ||
hospbin*sample_type2 | B | 6 | A | 9 | -0.01546 | 0.1244 | 30 | -0.12 | 0.9019 | Tukey-Kramer | 1.0000 | 0.05 | -0.2695 | 0.2386 | -0.4306 | 0.3997 | ||
hospbin*sample_type2 | B | 6 | B | 9 | -0.00881 | 0.04972 | 30 | -0.18 | 0.8605 | Tukey-Kramer | 1.0000 | 0.05 | -0.1104 | 0.09273 | -0.1748 | 0.1571 | ||
hospbin*sample_type2 | B | 6 | C | 9 | -0.01098 | 0.06007 | 30 | -0.18 | 0.8562 | Tukey-Kramer | 1.0000 | 0.05 | -0.1337 | 0.1117 | -0.2115 | 0.1895 | ||
hospbin*sample_type2 | C | 6 | A | 9 | -0.00398 | 0.1273 | 30 | -0.03 | 0.9753 | Tukey-Kramer | 1.0000 | 0.05 | -0.2640 | 0.2560 | -0.4289 | 0.4209 | ||
hospbin*sample_type2 | C | 6 | B | 9 | 0.002670 | 0.05665 | 30 | 0.05 | 0.9627 | Tukey-Kramer | 1.0000 | 0.05 | -0.1130 | 0.1184 | -0.1864 | 0.1918 | ||
hospbin*sample_type2 | C | 6 | C | 9 | 0.000506 | 0.06592 | 30 | 0.01 | 0.9939 | Tukey-Kramer | 1.0000 | 0.05 | -0.1341 | 0.1351 | -0.2195 | 0.2205 | ||
hospbin*sample_type2 | A | 9 | B | 9 | 0.006649 | 0.08271 | 30 | 0.08 | 0.9365 | Tukey-Kramer | 1.0000 | 0.05 | -0.1623 | 0.1756 | -0.2694 | 0.2827 | ||
hospbin*sample_type2 | A | 9 | C | 9 | 0.004485 | 0.06984 | 30 | 0.06 | 0.9492 | Tukey-Kramer | 1.0000 | 0.05 | -0.1381 | 0.1471 | -0.2286 | 0.2376 | ||
hospbin*sample_type2 | B | 9 | C | 9 | -0.00216 | 0.01314 | 30 | -0.16 | 0.8703 | Tukey-Kramer | 1.0000 | 0.05 | -0.02900 | 0.02467 | -0.04601 | 0.04169 | ||
age_group*sample_typ | A | 1 | B | 1 | 0.1633 | 0.06439 | 30 | 2.54 | 0.0167 | Tukey-Kramer | 0.2556 | 0.05 | 0.03178 | 0.2948 | -0.05162 | 0.3782 | ||
age_group*sample_typ | A | 1 | C | 1 | 0.1377 | 0.05437 | 30 | 2.53 | 0.0168 | Tukey-Kramer | 0.2568 | 0.05 | 0.02667 | 0.2488 | -0.04375 | 0.3192 | ||
age_group*sample_typ | A | 1 | A | 2 | 0.2533 | 0.1729 | 30 | 1.47 | 0.1533 | Tukey-Kramer | 0.8624 | 0.05 | -0.09975 | 0.6063 | -0.3236 | 0.8302 | ||
age_group*sample_typ | A | 1 | B | 2 | 0.2558 | 0.1047 | 30 | 2.44 | 0.0207 | Tukey-Kramer | 0.2987 | 0.05 | 0.04196 | 0.4697 | -0.09369 | 0.6054 | ||
age_group*sample_typ | A | 1 | C | 2 | 0.2448 | 0.1123 | 30 | 2.18 | 0.0373 | Tukey-Kramer | 0.4434 | 0.05 | 0.01536 | 0.4742 | -0.1301 | 0.6197 | ||
age_group*sample_typ | A | 1 | A | 3 | 0.2583 | 0.1137 | 30 | 2.27 | 0.0305 | Tukey-Kramer | 0.3893 | 0.05 | 0.02607 | 0.4905 | -0.1212 | 0.6378 | ||
age_group*sample_typ | A | 1 | B | 3 | 0.2575 | 0.09600 | 30 | 2.68 | 0.0118 | Tukey-Kramer | 0.1967 | 0.05 | 0.06144 | 0.4536 | -0.06290 | 0.5779 | ||
age_group*sample_typ | A | 1 | C | 3 | 0.2542 | 0.09767 | 30 | 2.60 | 0.0142 | Tukey-Kramer | 0.2274 | 0.05 | 0.05472 | 0.4537 | -0.07179 | 0.5802 | ||
age_group*sample_typ | B | 1 | C | 1 | -0.02556 | 0.01023 | 30 | -2.50 | 0.0182 | Tukey-Kramer | 0.2721 | 0.05 | -0.04645 | -0.00467 | -0.05970 | 0.008576 | ||
age_group*sample_typ | B | 1 | A | 2 | 0.08999 | 0.1483 | 30 | 0.61 | 0.5486 | Tukey-Kramer | 0.9994 | 0.05 | -0.2129 | 0.3929 | -0.4050 | 0.5850 | ||
age_group*sample_typ | B | 1 | B | 2 | 0.09256 | 0.05558 | 30 | 1.67 | 0.1062 | Tukey-Kramer | 0.7616 | 0.05 | -0.02094 | 0.2061 | -0.09293 | 0.2781 | ||
age_group*sample_typ | B | 1 | C | 2 | 0.08151 | 0.06885 | 30 | 1.18 | 0.2458 | Tukey-Kramer | 0.9539 | 0.05 | -0.05911 | 0.2221 | -0.1483 | 0.3113 | ||
age_group*sample_typ | B | 1 | A | 3 | 0.09502 | 0.07107 | 30 | 1.34 | 0.1913 | Tukey-Kramer | 0.9117 | 0.05 | -0.05012 | 0.2402 | -0.1422 | 0.3322 | ||
age_group*sample_typ | B | 1 | B | 3 | 0.09422 | 0.03656 | 30 | 2.58 | 0.0151 | Tukey-Kramer | 0.2378 | 0.05 | 0.01956 | 0.1689 | -0.02780 | 0.2162 | ||
age_group*sample_typ | B | 1 | C | 3 | 0.09092 | 0.04076 | 30 | 2.23 | 0.0333 | Tukey-Kramer | 0.4128 | 0.05 | 0.007681 | 0.1742 | -0.04511 | 0.2269 | ||
age_group*sample_typ | C | 1 | A | 2 | 0.1155 | 0.1506 | 30 | 0.77 | 0.4490 | Tukey-Kramer | 0.9970 | 0.05 | -0.1921 | 0.4232 | -0.3871 | 0.6182 | ||
age_group*sample_typ | C | 1 | B | 2 | 0.1181 | 0.06146 | 30 | 1.92 | 0.0641 | Tukey-Kramer | 0.6049 | 0.05 | -0.00739 | 0.2436 | -0.08699 | 0.3232 | ||
age_group*sample_typ | C | 1 | C | 2 | 0.1071 | 0.07368 | 30 | 1.45 | 0.1566 | Tukey-Kramer | 0.8675 | 0.05 | -0.04341 | 0.2575 | -0.1388 | 0.3530 | ||
age_group*sample_typ | C | 1 | A | 3 | 0.1206 | 0.07576 | 30 | 1.59 | 0.1219 | Tukey-Kramer | 0.8017 | 0.05 | -0.03414 | 0.2753 | -0.1323 | 0.3734 | ||
age_group*sample_typ | C | 1 | B | 3 | 0.1198 | 0.04500 | 30 | 2.66 | 0.0124 | Tukey-Kramer | 0.2042 | 0.05 | 0.02788 | 0.2117 | -0.03040 | 0.2700 | ||
age_group*sample_typ | C | 1 | C | 3 | 0.1165 | 0.04847 | 30 | 2.40 | 0.0226 | Tukey-Kramer | 0.3185 | 0.05 | 0.01749 | 0.2155 | -0.04529 | 0.2783 | ||
age_group*sample_typ | A | 2 | B | 2 | 0.002575 | 0.09975 | 30 | 0.03 | 0.9796 | Tukey-Kramer | 1.0000 | 0.05 | -0.2011 | 0.2063 | -0.3303 | 0.3355 | ||
age_group*sample_typ | A | 2 | C | 2 | -0.00848 | 0.08423 | 30 | -0.10 | 0.9205 | Tukey-Kramer | 1.0000 | 0.05 | -0.1805 | 0.1635 | -0.2896 | 0.2726 | ||
age_group*sample_typ | A | 2 | A | 3 | 0.005035 | 0.1588 | 30 | 0.03 | 0.9749 | Tukey-Kramer | 1.0000 | 0.05 | -0.3194 | 0.3294 | -0.5251 | 0.5352 | ||
age_group*sample_typ | A | 2 | B | 3 | 0.004237 | 0.1467 | 30 | 0.03 | 0.9771 | Tukey-Kramer | 1.0000 | 0.05 | -0.2953 | 0.3038 | -0.4853 | 0.4938 | ||
age_group*sample_typ | A | 2 | C | 3 | 0.000933 | 0.1478 | 30 | 0.01 | 0.9950 | Tukey-Kramer | 1.0000 | 0.05 | -0.3009 | 0.3028 | -0.4923 | 0.4942 | ||
age_group*sample_typ | B | 2 | C | 2 | -0.01105 | 0.01585 | 30 | -0.70 | 0.4908 | Tukey-Kramer | 0.9985 | 0.05 | -0.04341 | 0.02131 | -0.06394 | 0.04183 | ||
age_group*sample_typ | B | 2 | A | 3 | 0.002460 | 0.07952 | 30 | 0.03 | 0.9755 | Tukey-Kramer | 1.0000 | 0.05 | -0.1599 | 0.1649 | -0.2629 | 0.2678 | ||
age_group*sample_typ | B | 2 | B | 3 | 0.001662 | 0.05107 | 30 | 0.03 | 0.9743 | Tukey-Kramer | 1.0000 | 0.05 | -0.1026 | 0.1060 | -0.1688 | 0.1721 | ||
age_group*sample_typ | B | 2 | C | 3 | -0.00164 | 0.05416 | 30 | -0.03 | 0.9760 | Tukey-Kramer | 1.0000 | 0.05 | -0.1122 | 0.1090 | -0.1824 | 0.1791 | ||
age_group*sample_typ | C | 2 | A | 3 | 0.01351 | 0.08930 | 30 | 0.15 | 0.8807 | Tukey-Kramer | 1.0000 | 0.05 | -0.1689 | 0.1959 | -0.2845 | 0.3116 | ||
age_group*sample_typ | C | 2 | B | 3 | 0.01271 | 0.06527 | 30 | 0.19 | 0.8469 | Tukey-Kramer | 1.0000 | 0.05 | -0.1206 | 0.1460 | -0.2051 | 0.2306 | ||
age_group*sample_typ | C | 2 | C | 3 | 0.009410 | 0.06771 | 30 | 0.14 | 0.8904 | Tukey-Kramer | 1.0000 | 0.05 | -0.1289 | 0.1477 | -0.2166 | 0.2354 | ||
age_group*sample_typ | A | 3 | B | 3 | -0.00080 | 0.04421 | 30 | -0.02 | 0.9857 | Tukey-Kramer | 1.0000 | 0.05 | -0.09109 | 0.08949 | -0.1483 | 0.1468 | ||
age_group*sample_typ | A | 3 | C | 3 | -0.00410 | 0.03733 | 30 | -0.11 | 0.9132 | Tukey-Kramer | 1.0000 | 0.05 | -0.08034 | 0.07214 | -0.1287 | 0.1205 | ||
age_group*sample_typ | B | 3 | C | 3 | -0.00330 | 0.007023 | 30 | -0.47 | 0.6414 | Tukey-Kramer | 0.9999 | 0.05 | -0.01765 | 0.01104 | -0.02674 | 0.02013 | ||
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 1 | 0.4715 | 0.1222 | 30 | 3.86 | 0.0006 | Tukey-Kramer | 0.0785 | 0.05 | 0.2220 | 0.7210 | -0.02448 | 0.9675 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 1 | 0.3941 | 0.1032 | 30 | 3.82 | 0.0006 | Tukey-Kramer | 0.0856 | 0.05 | 0.1834 | 0.6047 | -0.02476 | 0.8129 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 2 | 0.6851 | 0.2812 | 30 | 2.44 | 0.0210 | Tukey-Kramer | 0.7536 | 0.05 | 0.1107 | 1.2594 | -0.4567 | 1.8268 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 2 | 0.6840 | 0.1912 | 30 | 3.58 | 0.0012 | Tukey-Kramer | 0.1420 | 0.05 | 0.2937 | 1.0744 | -0.09203 | 1.4601 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 2 | 0.6845 | 0.2006 | 30 | 3.41 | 0.0019 | Tukey-Kramer | 0.1966 | 0.05 | 0.2748 | 1.0943 | -0.1301 | 1.4991 |
hospbi*age_gr*sample | A | 3 | 1 | A | 3 | 3 | 0.6837 | 0.2086 | 30 | 3.28 | 0.0026 | Tukey-Kramer | 0.2509 | 0.05 | 0.2578 | 1.1097 | -0.1630 | 1.5305 |
hospbi*age_gr*sample | A | 3 | 1 | B | 3 | 3 | 0.6825 | 0.1813 | 30 | 3.76 | 0.0007 | Tukey-Kramer | 0.0964 | 0.05 | 0.3123 | 1.0527 | -0.05347 | 1.4185 |
hospbi*age_gr*sample | A | 3 | 1 | C | 3 | 3 | 0.6807 | 0.1838 | 30 | 3.70 | 0.0009 | Tukey-Kramer | 0.1100 | 0.05 | 0.3053 | 1.0561 | -0.06564 | 1.4270 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 1 | 0.6662 | 0.2353 | 30 | 2.83 | 0.0082 | Tukey-Kramer | 0.4993 | 0.05 | 0.1857 | 1.1467 | -0.2890 | 1.6215 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 1 | 0.6651 | 0.1846 | 30 | 3.60 | 0.0011 | Tukey-Kramer | 0.1354 | 0.05 | 0.2880 | 1.0421 | -0.08450 | 1.4147 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 1 | 0.6653 | 0.1896 | 30 | 3.51 | 0.0014 | Tukey-Kramer | 0.1631 | 0.05 | 0.2780 | 1.0525 | -0.1045 | 1.4350 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 2 | 0.6648 | 0.2812 | 30 | 2.36 | 0.0247 | Tukey-Kramer | 0.7946 | 0.05 | 0.09051 | 1.2392 | -0.4769 | 1.8066 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 2 | 0.6719 | 0.1912 | 30 | 3.52 | 0.0014 | Tukey-Kramer | 0.1611 | 0.05 | 0.2815 | 1.0623 | -0.1041 | 1.4480 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 2 | 0.6404 | 0.2006 | 30 | 3.19 | 0.0033 | Tukey-Kramer | 0.2913 | 0.05 | 0.2307 | 1.0502 | -0.1742 | 1.4550 |
hospbi*age_gr*sample | A | 3 | 1 | A | 6 | 3 | 0.6842 | 0.2126 | 30 | 3.22 | 0.0031 | Tukey-Kramer | 0.2785 | 0.05 | 0.2500 | 1.1183 | -0.1789 | 1.5473 |
hospbi*age_gr*sample | A | 3 | 1 | B | 6 | 3 | 0.6841 | 0.1818 | 30 | 3.76 | 0.0007 | Tukey-Kramer | 0.0966 | 0.05 | 0.3129 | 1.0553 | -0.05380 | 1.4221 |
hospbi*age_gr*sample | A | 3 | 1 | C | 6 | 3 | 0.6810 | 0.1847 | 30 | 3.69 | 0.0009 | Tukey-Kramer | 0.1134 | 0.05 | 0.3039 | 1.0581 | -0.06869 | 1.4307 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 1 | 0.6085 | 0.2353 | 30 | 2.59 | 0.0148 | Tukey-Kramer | 0.6601 | 0.05 | 0.1280 | 1.0890 | -0.3468 | 1.5637 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 1 | 0.6279 | 0.1846 | 30 | 3.40 | 0.0019 | Tukey-Kramer | 0.2007 | 0.05 | 0.2509 | 1.0050 | -0.1217 | 1.3775 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 1 | 0.6285 | 0.1896 | 30 | 3.32 | 0.0024 | Tukey-Kramer | 0.2350 | 0.05 | 0.2413 | 1.0157 | -0.1412 | 1.3983 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 2 | 0.6846 | 0.3557 | 30 | 1.92 | 0.0638 | Tukey-Kramer | 0.9604 | 0.05 | -0.04190 | 1.4111 | -0.7596 | 2.1288 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 2 | 0.6862 | 0.2036 | 30 | 3.37 | 0.0021 | Tukey-Kramer | 0.2123 | 0.05 | 0.2705 | 1.1020 | -0.1403 | 1.5128 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 2 | 0.6841 | 0.2211 | 30 | 3.09 | 0.0042 | Tukey-Kramer | 0.3418 | 0.05 | 0.2326 | 1.1356 | -0.2135 | 1.5817 |
hospbi*age_gr*sample | A | 3 | 1 | A | 9 | 3 | 0.6817 | 0.2086 | 30 | 3.27 | 0.0027 | Tukey-Kramer | 0.2553 | 0.05 | 0.2558 | 1.1076 | -0.1650 | 1.5284 |
hospbi*age_gr*sample | A | 3 | 1 | B | 9 | 3 | 0.6806 | 0.1813 | 30 | 3.75 | 0.0007 | Tukey-Kramer | 0.0986 | 0.05 | 0.3103 | 1.0508 | -0.05541 | 1.4165 |
hospbi*age_gr*sample | A | 3 | 1 | C | 9 | 3 | 0.6756 | 0.1838 | 30 | 3.68 | 0.0009 | Tukey-Kramer | 0.1165 | 0.05 | 0.3002 | 1.0510 | -0.07069 | 1.4219 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 1 | -0.07746 | 0.01941 | 30 | -3.99 | 0.0004 | Tukey-Kramer | 0.0585 | 0.05 | -0.1171 | -0.03782 | -0.1562 | 0.001334 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 2 | 0.2135 | 0.2252 | 30 | 0.95 | 0.3506 | Tukey-Kramer | 1.0000 | 0.05 | -0.2464 | 0.6735 | -0.7008 | 1.1279 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 2 | 0.2125 | 0.09042 | 30 | 2.35 | 0.0255 | Tukey-Kramer | 0.8021 | 0.05 | 0.02786 | 0.3972 | -0.1546 | 0.5796 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 2 | 0.2130 | 0.1091 | 30 | 1.95 | 0.0602 | Tukey-Kramer | 0.9543 | 0.05 | -0.00970 | 0.4357 | -0.2297 | 0.6558 |
hospbi*age_gr*sample | B | 3 | 1 | A | 3 | 3 | 0.2122 | 0.1230 | 30 | 1.72 | 0.0948 | Tukey-Kramer | 0.9876 | 0.05 | -0.03904 | 0.4634 | -0.2872 | 0.7117 |
hospbi*age_gr*sample | B | 3 | 1 | B | 3 | 3 | 0.2110 | 0.06706 | 30 | 3.15 | 0.0037 | Tukey-Kramer | 0.3143 | 0.05 | 0.07403 | 0.3479 | -0.06128 | 0.4832 |
hospbi*age_gr*sample | B | 3 | 1 | C | 3 | 3 | 0.2091 | 0.07366 | 30 | 2.84 | 0.0080 | Tukey-Kramer | 0.4943 | 0.05 | 0.05871 | 0.3596 | -0.08992 | 0.5082 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 1 | 0.1947 | 0.1643 | 30 | 1.18 | 0.2453 | Tukey-Kramer | 0.9999 | 0.05 | -0.1409 | 0.5303 | -0.4724 | 0.8618 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 1 | 0.1936 | 0.07565 | 30 | 2.56 | 0.0158 | Tukey-Kramer | 0.6778 | 0.05 | 0.03906 | 0.3481 | -0.1136 | 0.5007 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 1 | 0.1937 | 0.08707 | 30 | 2.22 | 0.0338 | Tukey-Kramer | 0.8641 | 0.05 | 0.01590 | 0.3716 | -0.1598 | 0.5472 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 2 | 0.1933 | 0.2252 | 30 | 0.86 | 0.3975 | Tukey-Kramer | 1.0000 | 0.05 | -0.2666 | 0.6533 | -0.7210 | 1.1077 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 2 | 0.2004 | 0.09042 | 30 | 2.22 | 0.0344 | Tukey-Kramer | 0.8678 | 0.05 | 0.01575 | 0.3851 | -0.1667 | 0.5675 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 2 | 0.1689 | 0.1091 | 30 | 1.55 | 0.1319 | Tukey-Kramer | 0.9968 | 0.05 | -0.05380 | 0.3916 | -0.2738 | 0.6117 |
hospbi*age_gr*sample | B | 3 | 1 | A | 6 | 3 | 0.2126 | 0.1297 | 30 | 1.64 | 0.1116 | Tukey-Kramer | 0.9933 | 0.05 | -0.05228 | 0.4776 | -0.3140 | 0.7393 |
hospbi*age_gr*sample | B | 3 | 1 | B | 6 | 3 | 0.2126 | 0.06835 | 30 | 3.11 | 0.0041 | Tukey-Kramer | 0.3331 | 0.05 | 0.07302 | 0.3522 | -0.06490 | 0.4901 |
hospbi*age_gr*sample | B | 3 | 1 | C | 6 | 3 | 0.2095 | 0.07572 | 30 | 2.77 | 0.0096 | Tukey-Kramer | 0.5416 | 0.05 | 0.05484 | 0.3641 | -0.09795 | 0.5169 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 1 | 0.1370 | 0.1643 | 30 | 0.83 | 0.4111 | Tukey-Kramer | 1.0000 | 0.05 | -0.1986 | 0.4725 | -0.5301 | 0.8040 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 1 | 0.1564 | 0.07565 | 30 | 2.07 | 0.0474 | Tukey-Kramer | 0.9240 | 0.05 | 0.001895 | 0.3109 | -0.1507 | 0.4635 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 1 | 0.1570 | 0.08707 | 30 | 1.80 | 0.0814 | Tukey-Kramer | 0.9797 | 0.05 | -0.02082 | 0.3348 | -0.1965 | 0.5105 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 2 | 0.2131 | 0.3133 | 30 | 0.68 | 0.5017 | Tukey-Kramer | 1.0000 | 0.05 | -0.4268 | 0.8530 | -1.0590 | 1.4852 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 2 | 0.2147 | 0.1144 | 30 | 1.88 | 0.0703 | Tukey-Kramer | 0.9691 | 0.05 | -0.01888 | 0.4483 | -0.2497 | 0.6791 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 2 | 0.2126 | 0.1432 | 30 | 1.48 | 0.1482 | Tukey-Kramer | 0.9982 | 0.05 | -0.07996 | 0.5051 | -0.3690 | 0.7941 |
hospbi*age_gr*sample | B | 3 | 1 | A | 9 | 3 | 0.2102 | 0.1230 | 30 | 1.71 | 0.0979 | Tukey-Kramer | 0.9889 | 0.05 | -0.04106 | 0.4614 | -0.2893 | 0.7096 |
hospbi*age_gr*sample | B | 3 | 1 | B | 9 | 3 | 0.2090 | 0.06706 | 30 | 3.12 | 0.0040 | Tukey-Kramer | 0.3294 | 0.05 | 0.07209 | 0.3460 | -0.06321 | 0.4813 |
hospbi*age_gr*sample | B | 3 | 1 | C | 9 | 3 | 0.2041 | 0.07366 | 30 | 2.77 | 0.0095 | Tukey-Kramer | 0.5388 | 0.05 | 0.05366 | 0.3545 | -0.09497 | 0.5032 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 2 | 0.2910 | 0.2307 | 30 | 1.26 | 0.2168 | Tukey-Kramer | 0.9998 | 0.05 | -0.1801 | 0.7621 | -0.6454 | 1.2274 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 2 | 0.2900 | 0.1032 | 30 | 2.81 | 0.0087 | Tukey-Kramer | 0.5135 | 0.05 | 0.07919 | 0.5008 | -0.1291 | 0.7090 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 2 | 0.2905 | 0.1199 | 30 | 2.42 | 0.0216 | Tukey-Kramer | 0.7612 | 0.05 | 0.04565 | 0.5353 | -0.1962 | 0.7772 |
hospbi*age_gr*sample | C | 3 | 1 | A | 3 | 3 | 0.2897 | 0.1327 | 30 | 2.18 | 0.0370 | Tukey-Kramer | 0.8822 | 0.05 | 0.01863 | 0.5607 | -0.2491 | 0.8284 |
hospbi*age_gr*sample | C | 3 | 1 | B | 3 | 3 | 0.2884 | 0.08351 | 30 | 3.45 | 0.0017 | Tukey-Kramer | 0.1815 | 0.05 | 0.1179 | 0.4590 | -0.05063 | 0.6275 |
hospbi*age_gr*sample | C | 3 | 1 | C | 3 | 3 | 0.2866 | 0.08890 | 30 | 3.22 | 0.0030 | Tukey-Kramer | 0.2760 | 0.05 | 0.1050 | 0.4682 | -0.07434 | 0.6475 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 1 | 0.2722 | 0.1717 | 30 | 1.59 | 0.1234 | Tukey-Kramer | 0.9956 | 0.05 | -0.07847 | 0.6228 | -0.4249 | 0.9692 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 1 | 0.2710 | 0.09056 | 30 | 2.99 | 0.0055 | Tukey-Kramer | 0.3993 | 0.05 | 0.08607 | 0.4560 | -0.09665 | 0.6387 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 1 | 0.2712 | 0.1003 | 30 | 2.70 | 0.0112 | Tukey-Kramer | 0.5828 | 0.05 | 0.06635 | 0.4760 | -0.1360 | 0.6784 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 2 | 0.2708 | 0.2307 | 30 | 1.17 | 0.2496 | Tukey-Kramer | 1.0000 | 0.05 | -0.2003 | 0.7418 | -0.6657 | 1.2072 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 2 | 0.2779 | 0.1032 | 30 | 2.69 | 0.0115 | Tukey-Kramer | 0.5906 | 0.05 | 0.06707 | 0.4887 | -0.1412 | 0.6969 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 2 | 0.2464 | 0.1199 | 30 | 2.06 | 0.0486 | Tukey-Kramer | 0.9277 | 0.05 | 0.001557 | 0.4912 | -0.2403 | 0.7331 |
hospbi*age_gr*sample | C | 3 | 1 | A | 6 | 3 | 0.2901 | 0.1389 | 30 | 2.09 | 0.0454 | Tukey-Kramer | 0.9173 | 0.05 | 0.006339 | 0.5739 | -0.2740 | 0.8542 |
hospbi*age_gr*sample | C | 3 | 1 | B | 6 | 3 | 0.2901 | 0.08456 | 30 | 3.43 | 0.0018 | Tukey-Kramer | 0.1898 | 0.05 | 0.1174 | 0.4628 | -0.05323 | 0.6334 |
hospbi*age_gr*sample | C | 3 | 1 | C | 6 | 3 | 0.2869 | 0.09062 | 30 | 3.17 | 0.0035 | Tukey-Kramer | 0.3040 | 0.05 | 0.1019 | 0.4720 | -0.08096 | 0.6548 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 1 | 0.2144 | 0.1717 | 30 | 1.25 | 0.2213 | Tukey-Kramer | 0.9999 | 0.05 | -0.1362 | 0.5650 | -0.4826 | 0.9114 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 1 | 0.2339 | 0.09056 | 30 | 2.58 | 0.0149 | Tukey-Kramer | 0.6625 | 0.05 | 0.04891 | 0.4188 | -0.1338 | 0.6015 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 1 | 0.2345 | 0.1003 | 30 | 2.34 | 0.0263 | Tukey-Kramer | 0.8088 | 0.05 | 0.02963 | 0.4393 | -0.1727 | 0.6417 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 2 | 0.2905 | 0.3173 | 30 | 0.92 | 0.3671 | Tukey-Kramer | 1.0000 | 0.05 | -0.3574 | 0.9384 | -0.9975 | 1.5786 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 2 | 0.2922 | 0.1247 | 30 | 2.34 | 0.0260 | Tukey-Kramer | 0.8065 | 0.05 | 0.03741 | 0.5469 | -0.2143 | 0.7986 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 2 | 0.2900 | 0.1516 | 30 | 1.91 | 0.0654 | Tukey-Kramer | 0.9627 | 0.05 | -0.01967 | 0.5997 | -0.3256 | 0.9056 |
hospbi*age_gr*sample | C | 3 | 1 | A | 9 | 3 | 0.2876 | 0.1327 | 30 | 2.17 | 0.0383 | Tukey-Kramer | 0.8883 | 0.05 | 0.01661 | 0.5587 | -0.2511 | 0.8264 |
hospbi*age_gr*sample | C | 3 | 1 | B | 9 | 3 | 0.2865 | 0.08351 | 30 | 3.43 | 0.0018 | Tukey-Kramer | 0.1898 | 0.05 | 0.1159 | 0.4571 | -0.05256 | 0.6256 |
hospbi*age_gr*sample | C | 3 | 1 | C | 9 | 3 | 0.2815 | 0.08890 | 30 | 3.17 | 0.0035 | Tukey-Kramer | 0.3037 | 0.05 | 0.09998 | 0.4631 | -0.07939 | 0.6425 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 2 | -0.00101 | 0.1496 | 30 | -0.01 | 0.9946 | Tukey-Kramer | 1.0000 | 0.05 | -0.3066 | 0.3046 | -0.6085 | 0.6065 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 2 | -0.00053 | 0.1263 | 30 | -0.00 | 0.9967 | Tukey-Kramer | 1.0000 | 0.05 | -0.2586 | 0.2575 | -0.5135 | 0.5124 |
hospbi*age_gr*sample | A | 3 | 2 | A | 3 | 3 | -0.00134 | 0.2435 | 30 | -0.01 | 0.9956 | Tukey-Kramer | 1.0000 | 0.05 | -0.4987 | 0.4960 | -0.9901 | 0.9874 |
hospbi*age_gr*sample | A | 3 | 2 | B | 3 | 3 | -0.00256 | 0.2206 | 30 | -0.01 | 0.9908 | Tukey-Kramer | 1.0000 | 0.05 | -0.4532 | 0.4480 | -0.8983 | 0.8932 |
hospbi*age_gr*sample | A | 3 | 2 | C | 3 | 3 | -0.00440 | 0.2227 | 30 | -0.02 | 0.9844 | Tukey-Kramer | 1.0000 | 0.05 | -0.4593 | 0.4505 | -0.9087 | 0.8999 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 1 | -0.01885 | 0.2668 | 30 | -0.07 | 0.9442 | Tukey-Kramer | 1.0000 | 0.05 | -0.5637 | 0.5260 | -1.1020 | 1.0643 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 1 | -0.01998 | 0.2234 | 30 | -0.09 | 0.9293 | Tukey-Kramer | 1.0000 | 0.05 | -0.4762 | 0.4363 | -0.9269 | 0.8870 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 1 | -0.01981 | 0.2275 | 30 | -0.09 | 0.9312 | Tukey-Kramer | 1.0000 | 0.05 | -0.4845 | 0.4448 | -0.9435 | 0.9039 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 2 | -0.02022 | 0.3081 | 30 | -0.07 | 0.9481 | Tukey-Kramer | 1.0000 | 0.05 | -0.6494 | 0.6089 | -1.2709 | 1.2305 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 2 | -0.01313 | 0.2288 | 30 | -0.06 | 0.9546 | Tukey-Kramer | 1.0000 | 0.05 | -0.4804 | 0.4542 | -0.9421 | 0.9159 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 2 | -0.04462 | 0.2368 | 30 | -0.19 | 0.8518 | Tukey-Kramer | 1.0000 | 0.05 | -0.5282 | 0.4390 | -1.0060 | 0.9168 |
hospbi*age_gr*sample | A | 3 | 2 | A | 6 | 3 | -0.00089 | 0.2470 | 30 | -0.00 | 0.9971 | Tukey-Kramer | 1.0000 | 0.05 | -0.5053 | 0.5036 | -1.0037 | 1.0019 |
hospbi*age_gr*sample | A | 3 | 2 | B | 6 | 3 | -0.00093 | 0.2210 | 30 | -0.00 | 0.9967 | Tukey-Kramer | 1.0000 | 0.05 | -0.4523 | 0.4505 | -0.8983 | 0.8964 |
hospbi*age_gr*sample | A | 3 | 2 | C | 6 | 3 | -0.00406 | 0.2234 | 30 | -0.02 | 0.9856 | Tukey-Kramer | 1.0000 | 0.05 | -0.4603 | 0.4522 | -0.9111 | 0.9030 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 1 | -0.07658 | 0.2668 | 30 | -0.29 | 0.7761 | Tukey-Kramer | 1.0000 | 0.05 | -0.6214 | 0.4683 | -1.1597 | 1.0066 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 1 | -0.05714 | 0.2234 | 30 | -0.26 | 0.7999 | Tukey-Kramer | 1.0000 | 0.05 | -0.5134 | 0.3991 | -0.9641 | 0.8498 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 1 | -0.05654 | 0.2275 | 30 | -0.25 | 0.8054 | Tukey-Kramer | 1.0000 | 0.05 | -0.5212 | 0.4081 | -0.9802 | 0.8672 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 2 | -0.00048 | 0.3773 | 30 | -0.00 | 0.9990 | Tukey-Kramer | 1.0000 | 0.05 | -0.7710 | 0.7701 | -1.5323 | 1.5313 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 2 | 0.001161 | 0.2393 | 30 | 0.00 | 0.9962 | Tukey-Kramer | 1.0000 | 0.05 | -0.4876 | 0.4899 | -0.9704 | 0.9727 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 2 | -0.00099 | 0.2544 | 30 | -0.00 | 0.9969 | Tukey-Kramer | 1.0000 | 0.05 | -0.5205 | 0.5185 | -1.0337 | 1.0317 |
hospbi*age_gr*sample | A | 3 | 2 | A | 9 | 3 | -0.00336 | 0.2435 | 30 | -0.01 | 0.9891 | Tukey-Kramer | 1.0000 | 0.05 | -0.5008 | 0.4940 | -0.9922 | 0.9854 |
hospbi*age_gr*sample | A | 3 | 2 | B | 9 | 3 | -0.00450 | 0.2206 | 30 | -0.02 | 0.9839 | Tukey-Kramer | 1.0000 | 0.05 | -0.4551 | 0.4461 | -0.9003 | 0.8913 |
hospbi*age_gr*sample | A | 3 | 2 | C | 9 | 3 | -0.00945 | 0.2227 | 30 | -0.04 | 0.9664 | Tukey-Kramer | 1.0000 | 0.05 | -0.4643 | 0.4454 | -0.9137 | 0.8948 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 2 | 0.000486 | 0.02377 | 30 | 0.02 | 0.9838 | Tukey-Kramer | 1.0000 | 0.05 | -0.04806 | 0.04903 | -0.09601 | 0.09698 |
hospbi*age_gr*sample | B | 3 | 2 | A | 3 | 3 | -0.00033 | 0.1295 | 30 | -0.00 | 0.9980 | Tukey-Kramer | 1.0000 | 0.05 | -0.2648 | 0.2641 | -0.5261 | 0.5254 |
hospbi*age_gr*sample | B | 3 | 2 | B | 3 | 3 | -0.00155 | 0.07831 | 30 | -0.02 | 0.9844 | Tukey-Kramer | 1.0000 | 0.05 | -0.1615 | 0.1584 | -0.3195 | 0.3164 |
hospbi*age_gr*sample | B | 3 | 2 | C | 3 | 3 | -0.00339 | 0.08403 | 30 | -0.04 | 0.9681 | Tukey-Kramer | 1.0000 | 0.05 | -0.1750 | 0.1682 | -0.3446 | 0.3378 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 1 | -0.01783 | 0.1692 | 30 | -0.11 | 0.9168 | Tukey-Kramer | 1.0000 | 0.05 | -0.3634 | 0.3277 | -0.7048 | 0.6691 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 1 | -0.01896 | 0.08578 | 30 | -0.22 | 0.8265 | Tukey-Kramer | 1.0000 | 0.05 | -0.1942 | 0.1562 | -0.3672 | 0.3293 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 1 | -0.01880 | 0.09600 | 30 | -0.20 | 0.8461 | Tukey-Kramer | 1.0000 | 0.05 | -0.2149 | 0.1773 | -0.4086 | 0.3710 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 2 | -0.01921 | 0.2288 | 30 | -0.08 | 0.9337 | Tukey-Kramer | 1.0000 | 0.05 | -0.4865 | 0.4481 | -0.9482 | 0.9098 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 2 | -0.01211 | 0.09905 | 30 | -0.12 | 0.9035 | Tukey-Kramer | 1.0000 | 0.05 | -0.2144 | 0.1902 | -0.4143 | 0.3900 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 2 | -0.04361 | 0.1163 | 30 | -0.37 | 0.7104 | Tukey-Kramer | 1.0000 | 0.05 | -0.2811 | 0.1939 | -0.5158 | 0.4286 |
hospbi*age_gr*sample | B | 3 | 2 | A | 6 | 3 | 0.000120 | 0.1359 | 30 | 0.00 | 0.9993 | Tukey-Kramer | 1.0000 | 0.05 | -0.2774 | 0.2776 | -0.5515 | 0.5518 |
hospbi*age_gr*sample | B | 3 | 2 | B | 6 | 3 | 0.000083 | 0.07942 | 30 | 0.00 | 0.9992 | Tukey-Kramer | 1.0000 | 0.05 | -0.1621 | 0.1623 | -0.3224 | 0.3225 |
hospbi*age_gr*sample | B | 3 | 2 | C | 6 | 3 | -0.00304 | 0.08584 | 30 | -0.04 | 0.9720 | Tukey-Kramer | 1.0000 | 0.05 | -0.1784 | 0.1723 | -0.3516 | 0.3455 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 1 | -0.07557 | 0.1692 | 30 | -0.45 | 0.6584 | Tukey-Kramer | 1.0000 | 0.05 | -0.4211 | 0.2700 | -0.7625 | 0.6114 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 1 | -0.05613 | 0.08578 | 30 | -0.65 | 0.5179 | Tukey-Kramer | 1.0000 | 0.05 | -0.2313 | 0.1191 | -0.4044 | 0.2921 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 1 | -0.05552 | 0.09600 | 30 | -0.58 | 0.5674 | Tukey-Kramer | 1.0000 | 0.05 | -0.2516 | 0.1405 | -0.4453 | 0.3343 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 2 | 0.000530 | 0.3159 | 30 | 0.00 | 0.9987 | Tukey-Kramer | 1.0000 | 0.05 | -0.6447 | 0.6457 | -1.2821 | 1.2832 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 2 | 0.002176 | 0.1213 | 30 | 0.02 | 0.9858 | Tukey-Kramer | 1.0000 | 0.05 | -0.2456 | 0.2499 | -0.4904 | 0.4947 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 2 | 0.000027 | 0.1488 | 30 | 0.00 | 0.9999 | Tukey-Kramer | 1.0000 | 0.05 | -0.3039 | 0.3040 | -0.6042 | 0.6043 |
hospbi*age_gr*sample | B | 3 | 2 | A | 9 | 3 | -0.00235 | 0.1295 | 30 | -0.02 | 0.9856 | Tukey-Kramer | 1.0000 | 0.05 | -0.2668 | 0.2621 | -0.5281 | 0.5234 |
hospbi*age_gr*sample | B | 3 | 2 | B | 9 | 3 | -0.00348 | 0.07831 | 30 | -0.04 | 0.9648 | Tukey-Kramer | 1.0000 | 0.05 | -0.1634 | 0.1564 | -0.3214 | 0.3144 |
hospbi*age_gr*sample | B | 3 | 2 | C | 9 | 3 | -0.00844 | 0.08403 | 30 | -0.10 | 0.9207 | Tukey-Kramer | 1.0000 | 0.05 | -0.1801 | 0.1632 | -0.3496 | 0.3327 |
hospbi*age_gr*sample | C | 3 | 2 | A | 3 | 3 | -0.00081 | 0.1431 | 30 | -0.01 | 0.9955 | Tukey-Kramer | 1.0000 | 0.05 | -0.2931 | 0.2915 | -0.5819 | 0.5803 |
hospbi*age_gr*sample | C | 3 | 2 | B | 3 | 3 | -0.00203 | 0.09924 | 30 | -0.02 | 0.9838 | Tukey-Kramer | 1.0000 | 0.05 | -0.2047 | 0.2006 | -0.4049 | 0.4009 |
hospbi*age_gr*sample | C | 3 | 2 | C | 3 | 3 | -0.00387 | 0.1038 | 30 | -0.04 | 0.9705 | Tukey-Kramer | 1.0000 | 0.05 | -0.2159 | 0.2082 | -0.4254 | 0.4176 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 1 | -0.01832 | 0.1799 | 30 | -0.10 | 0.9196 | Tukey-Kramer | 1.0000 | 0.05 | -0.3856 | 0.3490 | -0.7485 | 0.7119 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 1 | -0.01945 | 0.1052 | 30 | -0.18 | 0.8546 | Tukey-Kramer | 1.0000 | 0.05 | -0.2344 | 0.1955 | -0.4467 | 0.4078 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 1 | -0.01928 | 0.1137 | 30 | -0.17 | 0.8665 | Tukey-Kramer | 1.0000 | 0.05 | -0.2515 | 0.2130 | -0.4810 | 0.4424 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 2 | -0.01969 | 0.2368 | 30 | -0.08 | 0.9343 | Tukey-Kramer | 1.0000 | 0.05 | -0.5033 | 0.4639 | -0.9811 | 0.9417 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 2 | -0.01260 | 0.1163 | 30 | -0.11 | 0.9145 | Tukey-Kramer | 1.0000 | 0.05 | -0.2501 | 0.2249 | -0.4848 | 0.4596 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 2 | -0.04409 | 0.1313 | 30 | -0.34 | 0.7394 | Tukey-Kramer | 1.0000 | 0.05 | -0.3123 | 0.2241 | -0.5772 | 0.4891 |
hospbi*age_gr*sample | C | 3 | 2 | A | 6 | 3 | -0.00037 | 0.1489 | 30 | -0.00 | 0.9981 | Tukey-Kramer | 1.0000 | 0.05 | -0.3045 | 0.3038 | -0.6050 | 0.6043 |
hospbi*age_gr*sample | C | 3 | 2 | B | 6 | 3 | -0.00040 | 0.1001 | 30 | -0.00 | 0.9968 | Tukey-Kramer | 1.0000 | 0.05 | -0.2049 | 0.2041 | -0.4069 | 0.4061 |
hospbi*age_gr*sample | C | 3 | 2 | C | 6 | 3 | -0.00353 | 0.1053 | 30 | -0.03 | 0.9735 | Tukey-Kramer | 1.0000 | 0.05 | -0.2186 | 0.2115 | -0.4310 | 0.4239 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 1 | -0.07605 | 0.1799 | 30 | -0.42 | 0.6754 | Tukey-Kramer | 1.0000 | 0.05 | -0.4434 | 0.2913 | -0.8063 | 0.6542 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 1 | -0.05661 | 0.1052 | 30 | -0.54 | 0.5946 | Tukey-Kramer | 1.0000 | 0.05 | -0.2715 | 0.1583 | -0.4839 | 0.3706 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 1 | -0.05601 | 0.1137 | 30 | -0.49 | 0.6260 | Tukey-Kramer | 1.0000 | 0.05 | -0.2883 | 0.1763 | -0.5177 | 0.4057 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 2 | 0.000045 | 0.3218 | 30 | 0.00 | 0.9999 | Tukey-Kramer | 1.0000 | 0.05 | -0.6571 | 0.6572 | -1.3063 | 1.3064 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 2 | 0.001691 | 0.1358 | 30 | 0.01 | 0.9901 | Tukey-Kramer | 1.0000 | 0.05 | -0.2756 | 0.2790 | -0.5495 | 0.5529 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 2 | -0.00046 | 0.1608 | 30 | -0.00 | 0.9977 | Tukey-Kramer | 1.0000 | 0.05 | -0.3289 | 0.3280 | -0.6534 | 0.6525 |
hospbi*age_gr*sample | C | 3 | 2 | A | 9 | 3 | -0.00283 | 0.1431 | 30 | -0.02 | 0.9843 | Tukey-Kramer | 1.0000 | 0.05 | -0.2951 | 0.2895 | -0.5839 | 0.5783 |
hospbi*age_gr*sample | C | 3 | 2 | B | 9 | 3 | -0.00397 | 0.09924 | 30 | -0.04 | 0.9684 | Tukey-Kramer | 1.0000 | 0.05 | -0.2066 | 0.1987 | -0.4069 | 0.3989 |
hospbi*age_gr*sample | C | 3 | 2 | C | 9 | 3 | -0.00892 | 0.1038 | 30 | -0.09 | 0.9321 | Tukey-Kramer | 1.0000 | 0.05 | -0.2209 | 0.2031 | -0.4304 | 0.4126 |
hospbi*age_gr*sample | A | 3 | 3 | B | 3 | 3 | -0.00122 | 0.07481 | 30 | -0.02 | 0.9871 | Tukey-Kramer | 1.0000 | 0.05 | -0.1540 | 0.1516 | -0.3050 | 0.3025 |
hospbi*age_gr*sample | A | 3 | 3 | C | 3 | 3 | -0.00306 | 0.06317 | 30 | -0.05 | 0.9617 | Tukey-Kramer | 1.0000 | 0.05 | -0.1321 | 0.1260 | -0.2595 | 0.2534 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 1 | -0.01751 | 0.1887 | 30 | -0.09 | 0.9267 | Tukey-Kramer | 1.0000 | 0.05 | -0.4028 | 0.3678 | -0.7834 | 0.7484 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 1 | -0.01864 | 0.1196 | 30 | -0.16 | 0.8773 | Tukey-Kramer | 1.0000 | 0.05 | -0.2630 | 0.2257 | -0.5044 | 0.4671 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 1 | -0.01847 | 0.1272 | 30 | -0.15 | 0.8855 | Tukey-Kramer | 1.0000 | 0.05 | -0.2782 | 0.2413 | -0.5348 | 0.4979 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 2 | -0.01888 | 0.2435 | 30 | -0.08 | 0.9387 | Tukey-Kramer | 1.0000 | 0.05 | -0.5163 | 0.4785 | -1.0077 | 0.9699 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 2 | -0.01178 | 0.1295 | 30 | -0.09 | 0.9281 | Tukey-Kramer | 1.0000 | 0.05 | -0.2762 | 0.2527 | -0.5375 | 0.5140 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 2 | -0.04328 | 0.1431 | 30 | -0.30 | 0.7644 | Tukey-Kramer | 1.0000 | 0.05 | -0.3356 | 0.2490 | -0.6244 | 0.5378 |
hospbi*age_gr*sample | A | 3 | 3 | A | 6 | 3 | 0.000447 | 0.1594 | 30 | 0.00 | 0.9978 | Tukey-Kramer | 1.0000 | 0.05 | -0.3252 | 0.3261 | -0.6469 | 0.6478 |
hospbi*age_gr*sample | A | 3 | 3 | B | 6 | 3 | 0.000410 | 0.1152 | 30 | 0.00 | 0.9972 | Tukey-Kramer | 1.0000 | 0.05 | -0.2348 | 0.2356 | -0.4672 | 0.4680 |
hospbi*age_gr*sample | A | 3 | 3 | C | 6 | 3 | -0.00272 | 0.1197 | 30 | -0.02 | 0.9821 | Tukey-Kramer | 1.0000 | 0.05 | -0.2472 | 0.2417 | -0.4887 | 0.4832 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 1 | -0.07524 | 0.1887 | 30 | -0.40 | 0.6928 | Tukey-Kramer | 1.0000 | 0.05 | -0.4605 | 0.3100 | -0.8412 | 0.6907 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 1 | -0.05580 | 0.1196 | 30 | -0.47 | 0.6443 | Tukey-Kramer | 1.0000 | 0.05 | -0.3002 | 0.1886 | -0.5416 | 0.4300 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 1 | -0.05519 | 0.1272 | 30 | -0.43 | 0.6674 | Tukey-Kramer | 1.0000 | 0.05 | -0.3149 | 0.2045 | -0.5715 | 0.4611 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 2 | 0.000857 | 0.3268 | 30 | 0.00 | 0.9979 | Tukey-Kramer | 1.0000 | 0.05 | -0.6665 | 0.6682 | -1.3257 | 1.3275 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 2 | 0.002503 | 0.1472 | 30 | 0.02 | 0.9865 | Tukey-Kramer | 1.0000 | 0.05 | -0.2982 | 0.3032 | -0.5952 | 0.6002 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 2 | 0.000354 | 0.1706 | 30 | 0.00 | 0.9984 | Tukey-Kramer | 1.0000 | 0.05 | -0.3481 | 0.3488 | -0.6923 | 0.6930 |
hospbi*age_gr*sample | A | 3 | 3 | A | 9 | 3 | -0.00202 | 0.1540 | 30 | -0.01 | 0.9896 | Tukey-Kramer | 1.0000 | 0.05 | -0.3166 | 0.3126 | -0.6274 | 0.6233 |
hospbi*age_gr*sample | A | 3 | 3 | B | 9 | 3 | -0.00316 | 0.1144 | 30 | -0.03 | 0.9782 | Tukey-Kramer | 1.0000 | 0.05 | -0.2368 | 0.2305 | -0.4677 | 0.4613 |
hospbi*age_gr*sample | A | 3 | 3 | C | 9 | 3 | -0.00811 | 0.1184 | 30 | -0.07 | 0.9459 | Tukey-Kramer | 1.0000 | 0.05 | -0.2499 | 0.2337 | -0.4888 | 0.4726 |
hospbi*age_gr*sample | B | 3 | 3 | C | 3 | 3 | -0.00184 | 0.01188 | 30 | -0.15 | 0.8782 | Tukey-Kramer | 1.0000 | 0.05 | -0.02611 | 0.02243 | -0.05009 | 0.04641 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 1 | -0.01628 | 0.1580 | 30 | -0.10 | 0.9186 | Tukey-Kramer | 1.0000 | 0.05 | -0.3389 | 0.3063 | -0.6576 | 0.6250 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 1 | -0.01742 | 0.06066 | 30 | -0.29 | 0.7760 | Tukey-Kramer | 1.0000 | 0.05 | -0.1413 | 0.1065 | -0.2637 | 0.2288 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 1 | -0.01725 | 0.07441 | 30 | -0.23 | 0.8183 | Tukey-Kramer | 1.0000 | 0.05 | -0.1692 | 0.1347 | -0.3194 | 0.2849 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 2 | -0.01766 | 0.2206 | 30 | -0.08 | 0.9367 | Tukey-Kramer | 1.0000 | 0.05 | -0.4682 | 0.4329 | -0.9134 | 0.8781 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 2 | -0.01056 | 0.07831 | 30 | -0.13 | 0.8936 | Tukey-Kramer | 1.0000 | 0.05 | -0.1705 | 0.1494 | -0.3285 | 0.3074 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 2 | -0.04206 | 0.09924 | 30 | -0.42 | 0.6747 | Tukey-Kramer | 1.0000 | 0.05 | -0.2447 | 0.1606 | -0.4450 | 0.3609 |
hospbi*age_gr*sample | B | 3 | 3 | A | 6 | 3 | 0.001668 | 0.1216 | 30 | 0.01 | 0.9891 | Tukey-Kramer | 1.0000 | 0.05 | -0.2467 | 0.2500 | -0.4920 | 0.4953 |
hospbi*age_gr*sample | B | 3 | 3 | B | 6 | 3 | 0.001631 | 0.05126 | 30 | 0.03 | 0.9748 | Tukey-Kramer | 1.0000 | 0.05 | -0.1031 | 0.1063 | -0.2065 | 0.2098 |
hospbi*age_gr*sample | B | 3 | 3 | C | 6 | 3 | -0.00149 | 0.06074 | 30 | -0.02 | 0.9805 | Tukey-Kramer | 1.0000 | 0.05 | -0.1256 | 0.1226 | -0.2481 | 0.2451 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 1 | -0.07402 | 0.1580 | 30 | -0.47 | 0.6428 | Tukey-Kramer | 1.0000 | 0.05 | -0.3966 | 0.2486 | -0.7153 | 0.5673 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 1 | -0.05458 | 0.06066 | 30 | -0.90 | 0.3754 | Tukey-Kramer | 1.0000 | 0.05 | -0.1785 | 0.06930 | -0.3008 | 0.1917 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 1 | -0.05397 | 0.07441 | 30 | -0.73 | 0.4739 | Tukey-Kramer | 1.0000 | 0.05 | -0.2059 | 0.09800 | -0.3561 | 0.2481 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 2 | 0.002078 | 0.3100 | 30 | 0.01 | 0.9947 | Tukey-Kramer | 1.0000 | 0.05 | -0.6311 | 0.6353 | -1.2567 | 1.2609 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 2 | 0.003724 | 0.1051 | 30 | 0.04 | 0.9720 | Tukey-Kramer | 1.0000 | 0.05 | -0.2108 | 0.2183 | -0.4228 | 0.4303 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 2 | 0.001575 | 0.1359 | 30 | 0.01 | 0.9908 | Tukey-Kramer | 1.0000 | 0.05 | -0.2760 | 0.2791 | -0.5502 | 0.5534 |
hospbi*age_gr*sample | B | 3 | 3 | A | 9 | 3 | -0.00080 | 0.1144 | 30 | -0.01 | 0.9945 | Tukey-Kramer | 1.0000 | 0.05 | -0.2345 | 0.2329 | -0.4653 | 0.4637 |
hospbi*age_gr*sample | B | 3 | 3 | B | 9 | 3 | -0.00194 | 0.04953 | 30 | -0.04 | 0.9691 | Tukey-Kramer | 1.0000 | 0.05 | -0.1031 | 0.09921 | -0.2030 | 0.1991 |
hospbi*age_gr*sample | B | 3 | 3 | C | 9 | 3 | -0.00689 | 0.05816 | 30 | -0.12 | 0.9065 | Tukey-Kramer | 1.0000 | 0.05 | -0.1257 | 0.1119 | -0.2430 | 0.2292 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 1 | -0.01445 | 0.1609 | 30 | -0.09 | 0.9290 | Tukey-Kramer | 1.0000 | 0.05 | -0.3430 | 0.3141 | -0.6676 | 0.6387 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 1 | -0.01558 | 0.06789 | 30 | -0.23 | 0.8200 | Tukey-Kramer | 1.0000 | 0.05 | -0.1542 | 0.1231 | -0.2912 | 0.2600 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 1 | -0.01541 | 0.08042 | 30 | -0.19 | 0.8493 | Tukey-Kramer | 1.0000 | 0.05 | -0.1796 | 0.1488 | -0.3419 | 0.3111 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 2 | -0.01582 | 0.2227 | 30 | -0.07 | 0.9438 | Tukey-Kramer | 1.0000 | 0.05 | -0.4707 | 0.4390 | -0.9201 | 0.8884 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 2 | -0.00873 | 0.08403 | 30 | -0.10 | 0.9180 | Tukey-Kramer | 1.0000 | 0.05 | -0.1803 | 0.1629 | -0.3499 | 0.3324 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 2 | -0.04022 | 0.1038 | 30 | -0.39 | 0.7012 | Tukey-Kramer | 1.0000 | 0.05 | -0.2522 | 0.1718 | -0.4617 | 0.3813 |
hospbi*age_gr*sample | C | 3 | 3 | A | 6 | 3 | 0.003505 | 0.1254 | 30 | 0.03 | 0.9779 | Tukey-Kramer | 1.0000 | 0.05 | -0.2525 | 0.2595 | -0.5054 | 0.5124 |
hospbi*age_gr*sample | C | 3 | 3 | B | 6 | 3 | 0.003468 | 0.05964 | 30 | 0.06 | 0.9540 | Tukey-Kramer | 1.0000 | 0.05 | -0.1183 | 0.1253 | -0.2387 | 0.2456 |
hospbi*age_gr*sample | C | 3 | 3 | C | 6 | 3 | 0.000343 | 0.06796 | 30 | 0.01 | 0.9960 | Tukey-Kramer | 1.0000 | 0.05 | -0.1385 | 0.1391 | -0.2756 | 0.2763 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 1 | -0.07218 | 0.1609 | 30 | -0.45 | 0.6569 | Tukey-Kramer | 1.0000 | 0.05 | -0.4007 | 0.2564 | -0.7253 | 0.5810 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 1 | -0.05274 | 0.06789 | 30 | -0.78 | 0.4433 | Tukey-Kramer | 1.0000 | 0.05 | -0.1914 | 0.08590 | -0.3284 | 0.2229 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 1 | -0.05214 | 0.08042 | 30 | -0.65 | 0.5217 | Tukey-Kramer | 1.0000 | 0.05 | -0.2164 | 0.1121 | -0.3786 | 0.2743 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 2 | 0.003915 | 0.3115 | 30 | 0.01 | 0.9901 | Tukey-Kramer | 1.0000 | 0.05 | -0.6323 | 0.6402 | -1.2609 | 1.2688 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 2 | 0.005561 | 0.1094 | 30 | 0.05 | 0.9598 | Tukey-Kramer | 1.0000 | 0.05 | -0.2179 | 0.2290 | -0.4386 | 0.4497 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 2 | 0.003412 | 0.1393 | 30 | 0.02 | 0.9806 | Tukey-Kramer | 1.0000 | 0.05 | -0.2810 | 0.2879 | -0.5621 | 0.5689 |
hospbi*age_gr*sample | C | 3 | 3 | A | 9 | 3 | 0.001036 | 0.1184 | 30 | 0.01 | 0.9931 | Tukey-Kramer | 1.0000 | 0.05 | -0.2408 | 0.2428 | -0.4797 | 0.4817 |
hospbi*age_gr*sample | C | 3 | 3 | B | 9 | 3 | -0.00010 | 0.05816 | 30 | -0.00 | 0.9987 | Tukey-Kramer | 1.0000 | 0.05 | -0.1189 | 0.1187 | -0.2362 | 0.2360 |
hospbi*age_gr*sample | C | 3 | 3 | C | 9 | 3 | -0.00505 | 0.06566 | 30 | -0.08 | 0.9392 | Tukey-Kramer | 1.0000 | 0.05 | -0.1391 | 0.1290 | -0.2716 | 0.2615 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 1 | -0.00113 | 0.1058 | 30 | -0.01 | 0.9915 | Tukey-Kramer | 1.0000 | 0.05 | -0.2172 | 0.2149 | -0.4307 | 0.4284 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 1 | -0.00097 | 0.08934 | 30 | -0.01 | 0.9914 | Tukey-Kramer | 1.0000 | 0.05 | -0.1834 | 0.1815 | -0.3637 | 0.3618 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 2 | -0.00137 | 0.2668 | 30 | -0.01 | 0.9959 | Tukey-Kramer | 1.0000 | 0.05 | -0.5462 | 0.5435 | -1.0845 | 1.0818 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 2 | 0.005721 | 0.1692 | 30 | 0.03 | 0.9733 | Tukey-Kramer | 1.0000 | 0.05 | -0.3399 | 0.3513 | -0.6813 | 0.6927 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 2 | -0.02577 | 0.1799 | 30 | -0.14 | 0.8870 | Tukey-Kramer | 1.0000 | 0.05 | -0.3931 | 0.3415 | -0.7560 | 0.7044 |
hospbi*age_gr*sample | A | 6 | 1 | A | 6 | 3 | 0.01795 | 0.1931 | 30 | 0.09 | 0.9265 | Tukey-Kramer | 1.0000 | 0.05 | -0.3764 | 0.4123 | -0.7660 | 0.8019 |
hospbi*age_gr*sample | A | 6 | 1 | B | 6 | 3 | 0.01792 | 0.1585 | 30 | 0.11 | 0.9108 | Tukey-Kramer | 1.0000 | 0.05 | -0.3058 | 0.3417 | -0.6257 | 0.6615 |
hospbi*age_gr*sample | A | 6 | 1 | C | 6 | 3 | 0.01479 | 0.1618 | 30 | 0.09 | 0.9278 | Tukey-Kramer | 1.0000 | 0.05 | -0.3157 | 0.3453 | -0.6422 | 0.6718 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 1 | -0.05773 | 0.2178 | 30 | -0.27 | 0.7928 | Tukey-Kramer | 1.0000 | 0.05 | -0.5026 | 0.3871 | -0.9421 | 0.8267 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 1 | -0.03830 | 0.1618 | 30 | -0.24 | 0.8145 | Tukey-Kramer | 1.0000 | 0.05 | -0.3687 | 0.2921 | -0.6952 | 0.6186 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 1 | -0.03769 | 0.1674 | 30 | -0.23 | 0.8234 | Tukey-Kramer | 1.0000 | 0.05 | -0.3797 | 0.3043 | -0.7175 | 0.6421 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 2 | 0.01836 | 0.3444 | 30 | 0.05 | 0.9578 | Tukey-Kramer | 1.0000 | 0.05 | -0.6851 | 0.7218 | -1.3800 | 1.4167 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 2 | 0.02001 | 0.1831 | 30 | 0.11 | 0.9137 | Tukey-Kramer | 1.0000 | 0.05 | -0.3540 | 0.3940 | -0.7235 | 0.7635 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 2 | 0.01786 | 0.2024 | 30 | 0.09 | 0.9303 | Tukey-Kramer | 1.0000 | 0.05 | -0.3955 | 0.4312 | -0.8039 | 0.8396 |
hospbi*age_gr*sample | A | 6 | 1 | A | 9 | 3 | 0.01548 | 0.1887 | 30 | 0.08 | 0.9351 | Tukey-Kramer | 1.0000 | 0.05 | -0.3698 | 0.4008 | -0.7504 | 0.7814 |
hospbi*age_gr*sample | A | 6 | 1 | B | 9 | 3 | 0.01435 | 0.1580 | 30 | 0.09 | 0.9282 | Tukey-Kramer | 1.0000 | 0.05 | -0.3083 | 0.3370 | -0.6270 | 0.6557 |
hospbi*age_gr*sample | A | 6 | 1 | C | 9 | 3 | 0.009397 | 0.1609 | 30 | 0.06 | 0.9538 | Tukey-Kramer | 1.0000 | 0.05 | -0.3192 | 0.3380 | -0.6438 | 0.6626 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 1 | 0.000166 | 0.01681 | 30 | 0.01 | 0.9922 | Tukey-Kramer | 1.0000 | 0.05 | -0.03416 | 0.03449 | -0.06807 | 0.06840 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 2 | -0.00024 | 0.2234 | 30 | -0.00 | 0.9991 | Tukey-Kramer | 1.0000 | 0.05 | -0.4565 | 0.4560 | -0.9072 | 0.9067 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 2 | 0.006853 | 0.08578 | 30 | 0.08 | 0.9369 | Tukey-Kramer | 1.0000 | 0.05 | -0.1683 | 0.1820 | -0.3414 | 0.3551 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 2 | -0.02464 | 0.1052 | 30 | -0.23 | 0.8165 | Tukey-Kramer | 1.0000 | 0.05 | -0.2396 | 0.1903 | -0.4519 | 0.4026 |
hospbi*age_gr*sample | B | 6 | 1 | A | 6 | 3 | 0.01908 | 0.1265 | 30 | 0.15 | 0.8811 | Tukey-Kramer | 1.0000 | 0.05 | -0.2393 | 0.2775 | -0.4946 | 0.5328 |
hospbi*age_gr*sample | B | 6 | 1 | B | 6 | 3 | 0.01905 | 0.06208 | 30 | 0.31 | 0.7611 | Tukey-Kramer | 1.0000 | 0.05 | -0.1077 | 0.1458 | -0.2330 | 0.2711 |
hospbi*age_gr*sample | B | 6 | 1 | C | 6 | 3 | 0.01592 | 0.07012 | 30 | 0.23 | 0.8219 | Tukey-Kramer | 1.0000 | 0.05 | -0.1273 | 0.1591 | -0.2687 | 0.3006 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 1 | -0.05660 | 0.1618 | 30 | -0.35 | 0.7289 | Tukey-Kramer | 1.0000 | 0.05 | -0.3870 | 0.2738 | -0.7135 | 0.6003 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 1 | -0.03716 | 0.07004 | 30 | -0.53 | 0.5996 | Tukey-Kramer | 1.0000 | 0.05 | -0.1802 | 0.1059 | -0.3215 | 0.2472 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 1 | -0.03656 | 0.08224 | 30 | -0.44 | 0.6599 | Tukey-Kramer | 1.0000 | 0.05 | -0.2045 | 0.1314 | -0.3705 | 0.2973 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 2 | 0.01949 | 0.3120 | 30 | 0.06 | 0.9506 | Tukey-Kramer | 1.0000 | 0.05 | -0.6177 | 0.6567 | -1.2473 | 1.2863 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 2 | 0.02114 | 0.1107 | 30 | 0.19 | 0.8499 | Tukey-Kramer | 1.0000 | 0.05 | -0.2050 | 0.2473 | -0.4285 | 0.4708 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 2 | 0.01899 | 0.1403 | 30 | 0.14 | 0.8933 | Tukey-Kramer | 1.0000 | 0.05 | -0.2676 | 0.3056 | -0.5508 | 0.5888 |
hospbi*age_gr*sample | B | 6 | 1 | A | 9 | 3 | 0.01661 | 0.1196 | 30 | 0.14 | 0.8905 | Tukey-Kramer | 1.0000 | 0.05 | -0.2277 | 0.2610 | -0.4692 | 0.5024 |
hospbi*age_gr*sample | B | 6 | 1 | B | 9 | 3 | 0.01548 | 0.06066 | 30 | 0.26 | 0.8003 | Tukey-Kramer | 1.0000 | 0.05 | -0.1084 | 0.1394 | -0.2308 | 0.2617 |
hospbi*age_gr*sample | B | 6 | 1 | C | 9 | 3 | 0.01053 | 0.06789 | 30 | 0.16 | 0.8778 | Tukey-Kramer | 1.0000 | 0.05 | -0.1281 | 0.1492 | -0.2651 | 0.2861 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 2 | -0.00041 | 0.2275 | 30 | -0.00 | 0.9986 | Tukey-Kramer | 1.0000 | 0.05 | -0.4651 | 0.4642 | -0.9241 | 0.9233 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 2 | 0.006687 | 0.09600 | 30 | 0.07 | 0.9449 | Tukey-Kramer | 1.0000 | 0.05 | -0.1894 | 0.2028 | -0.3831 | 0.3965 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 2 | -0.02481 | 0.1137 | 30 | -0.22 | 0.8288 | Tukey-Kramer | 1.0000 | 0.05 | -0.2571 | 0.2074 | -0.4865 | 0.4369 |
hospbi*age_gr*sample | C | 6 | 1 | A | 6 | 3 | 0.01892 | 0.1337 | 30 | 0.14 | 0.8884 | Tukey-Kramer | 1.0000 | 0.05 | -0.2541 | 0.2919 | -0.5238 | 0.5616 |
hospbi*age_gr*sample | C | 6 | 1 | B | 6 | 3 | 0.01888 | 0.07558 | 30 | 0.25 | 0.8044 | Tukey-Kramer | 1.0000 | 0.05 | -0.1355 | 0.1732 | -0.2880 | 0.3257 |
hospbi*age_gr*sample | C | 6 | 1 | C | 6 | 3 | 0.01576 | 0.08231 | 30 | 0.19 | 0.8495 | Tukey-Kramer | 1.0000 | 0.05 | -0.1523 | 0.1839 | -0.3184 | 0.3499 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 1 | -0.05677 | 0.1674 | 30 | -0.34 | 0.7370 | Tukey-Kramer | 1.0000 | 0.05 | -0.3987 | 0.2852 | -0.7366 | 0.6230 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 1 | -0.03733 | 0.08224 | 30 | -0.45 | 0.6532 | Tukey-Kramer | 1.0000 | 0.05 | -0.2053 | 0.1306 | -0.3712 | 0.2966 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 1 | -0.03672 | 0.09286 | 30 | -0.40 | 0.6953 | Tukey-Kramer | 1.0000 | 0.05 | -0.2264 | 0.1529 | -0.4137 | 0.3403 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 2 | 0.01933 | 0.3150 | 30 | 0.06 | 0.9515 | Tukey-Kramer | 1.0000 | 0.05 | -0.6240 | 0.6626 | -1.2595 | 1.2982 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 2 | 0.02097 | 0.1188 | 30 | 0.18 | 0.8611 | Tukey-Kramer | 1.0000 | 0.05 | -0.2217 | 0.2637 | -0.4615 | 0.5035 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 2 | 0.01883 | 0.1468 | 30 | 0.13 | 0.8988 | Tukey-Kramer | 1.0000 | 0.05 | -0.2810 | 0.3187 | -0.5772 | 0.6149 |
hospbi*age_gr*sample | C | 6 | 1 | A | 9 | 3 | 0.01645 | 0.1272 | 30 | 0.13 | 0.8980 | Tukey-Kramer | 1.0000 | 0.05 | -0.2433 | 0.2762 | -0.4999 | 0.5328 |
hospbi*age_gr*sample | C | 6 | 1 | B | 9 | 3 | 0.01531 | 0.07441 | 30 | 0.21 | 0.8383 | Tukey-Kramer | 1.0000 | 0.05 | -0.1367 | 0.1673 | -0.2868 | 0.3174 |
hospbi*age_gr*sample | C | 6 | 1 | C | 9 | 3 | 0.01036 | 0.08042 | 30 | 0.13 | 0.8983 | Tukey-Kramer | 1.0000 | 0.05 | -0.1539 | 0.1746 | -0.3161 | 0.3368 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 2 | 0.007095 | 0.1496 | 30 | 0.05 | 0.9625 | Tukey-Kramer | 1.0000 | 0.05 | -0.2985 | 0.3127 | -0.6004 | 0.6146 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 2 | -0.02440 | 0.1263 | 30 | -0.19 | 0.8482 | Tukey-Kramer | 1.0000 | 0.05 | -0.2824 | 0.2336 | -0.5374 | 0.4886 |
hospbi*age_gr*sample | A | 6 | 2 | A | 6 | 3 | 0.01933 | 0.2470 | 30 | 0.08 | 0.9382 | Tukey-Kramer | 1.0000 | 0.05 | -0.4851 | 0.5238 | -0.9835 | 1.0221 |
hospbi*age_gr*sample | A | 6 | 2 | B | 6 | 3 | 0.01929 | 0.2210 | 30 | 0.09 | 0.9310 | Tukey-Kramer | 1.0000 | 0.05 | -0.4321 | 0.4707 | -0.8781 | 0.9167 |
hospbi*age_gr*sample | A | 6 | 2 | C | 6 | 3 | 0.01616 | 0.2234 | 30 | 0.07 | 0.9428 | Tukey-Kramer | 1.0000 | 0.05 | -0.4401 | 0.4724 | -0.8909 | 0.9232 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 1 | -0.05636 | 0.2668 | 30 | -0.21 | 0.8341 | Tukey-Kramer | 1.0000 | 0.05 | -0.6012 | 0.4885 | -1.1395 | 1.0268 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 1 | -0.03692 | 0.2234 | 30 | -0.17 | 0.8698 | Tukey-Kramer | 1.0000 | 0.05 | -0.4932 | 0.4193 | -0.9439 | 0.8700 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 1 | -0.03631 | 0.2275 | 30 | -0.16 | 0.8743 | Tukey-Kramer | 1.0000 | 0.05 | -0.5010 | 0.4283 | -0.9600 | 0.8874 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 2 | 0.01974 | 0.3773 | 30 | 0.05 | 0.9586 | Tukey-Kramer | 1.0000 | 0.05 | -0.7508 | 0.7903 | -1.5121 | 1.5516 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 2 | 0.02138 | 0.2393 | 30 | 0.09 | 0.9294 | Tukey-Kramer | 1.0000 | 0.05 | -0.4673 | 0.5101 | -0.9502 | 0.9929 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 2 | 0.01923 | 0.2544 | 30 | 0.08 | 0.9402 | Tukey-Kramer | 1.0000 | 0.05 | -0.5002 | 0.5387 | -1.0134 | 1.0519 |
hospbi*age_gr*sample | A | 6 | 2 | A | 9 | 3 | 0.01686 | 0.2435 | 30 | 0.07 | 0.9453 | Tukey-Kramer | 1.0000 | 0.05 | -0.4805 | 0.5142 | -0.9719 | 1.0056 |
hospbi*age_gr*sample | A | 6 | 2 | B | 9 | 3 | 0.01572 | 0.2206 | 30 | 0.07 | 0.9437 | Tukey-Kramer | 1.0000 | 0.05 | -0.4349 | 0.4663 | -0.8800 | 0.9115 |
hospbi*age_gr*sample | A | 6 | 2 | C | 9 | 3 | 0.01077 | 0.2227 | 30 | 0.05 | 0.9618 | Tukey-Kramer | 1.0000 | 0.05 | -0.4441 | 0.4656 | -0.8935 | 0.9150 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 2 | -0.03150 | 0.02377 | 30 | -1.33 | 0.1951 | Tukey-Kramer | 0.9997 | 0.05 | -0.08004 | 0.01705 | -0.1280 | 0.06500 |
hospbi*age_gr*sample | B | 6 | 2 | A | 6 | 3 | 0.01223 | 0.1359 | 30 | 0.09 | 0.9289 | Tukey-Kramer | 1.0000 | 0.05 | -0.2653 | 0.2897 | -0.5394 | 0.5639 |
hospbi*age_gr*sample | B | 6 | 2 | B | 6 | 3 | 0.01219 | 0.07942 | 30 | 0.15 | 0.8790 | Tukey-Kramer | 1.0000 | 0.05 | -0.1500 | 0.1744 | -0.3102 | 0.3346 |
hospbi*age_gr*sample | B | 6 | 2 | C | 6 | 3 | 0.009069 | 0.08584 | 30 | 0.11 | 0.9166 | Tukey-Kramer | 1.0000 | 0.05 | -0.1662 | 0.1844 | -0.3395 | 0.3576 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 1 | -0.06345 | 0.1692 | 30 | -0.38 | 0.7103 | Tukey-Kramer | 1.0000 | 0.05 | -0.4090 | 0.2821 | -0.7504 | 0.6235 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 1 | -0.04402 | 0.08578 | 30 | -0.51 | 0.6116 | Tukey-Kramer | 1.0000 | 0.05 | -0.2192 | 0.1312 | -0.3923 | 0.3043 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 1 | -0.04341 | 0.09600 | 30 | -0.45 | 0.6544 | Tukey-Kramer | 1.0000 | 0.05 | -0.2395 | 0.1527 | -0.4332 | 0.3464 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 2 | 0.01264 | 0.3159 | 30 | 0.04 | 0.9683 | Tukey-Kramer | 1.0000 | 0.05 | -0.6326 | 0.6579 | -1.2700 | 1.2953 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 2 | 0.01429 | 0.1213 | 30 | 0.12 | 0.9070 | Tukey-Kramer | 1.0000 | 0.05 | -0.2335 | 0.2620 | -0.4782 | 0.5068 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 2 | 0.01214 | 0.1488 | 30 | 0.08 | 0.9355 | Tukey-Kramer | 1.0000 | 0.05 | -0.2918 | 0.3161 | -0.5921 | 0.6164 |
hospbi*age_gr*sample | B | 6 | 2 | A | 9 | 3 | 0.009762 | 0.1295 | 30 | 0.08 | 0.9404 | Tukey-Kramer | 1.0000 | 0.05 | -0.2547 | 0.2742 | -0.5160 | 0.5355 |
hospbi*age_gr*sample | B | 6 | 2 | B | 9 | 3 | 0.008627 | 0.07831 | 30 | 0.11 | 0.9130 | Tukey-Kramer | 1.0000 | 0.05 | -0.1513 | 0.1686 | -0.3093 | 0.3266 |
hospbi*age_gr*sample | B | 6 | 2 | C | 9 | 3 | 0.003676 | 0.08403 | 30 | 0.04 | 0.9654 | Tukey-Kramer | 1.0000 | 0.05 | -0.1679 | 0.1753 | -0.3375 | 0.3448 |
hospbi*age_gr*sample | C | 6 | 2 | A | 6 | 3 | 0.04373 | 0.1489 | 30 | 0.29 | 0.7711 | Tukey-Kramer | 1.0000 | 0.05 | -0.2604 | 0.3479 | -0.5609 | 0.6484 |
hospbi*age_gr*sample | C | 6 | 2 | B | 6 | 3 | 0.04369 | 0.1001 | 30 | 0.44 | 0.6657 | Tukey-Kramer | 1.0000 | 0.05 | -0.1608 | 0.2482 | -0.3628 | 0.4502 |
hospbi*age_gr*sample | C | 6 | 2 | C | 6 | 3 | 0.04056 | 0.1053 | 30 | 0.39 | 0.7028 | Tukey-Kramer | 1.0000 | 0.05 | -0.1745 | 0.2556 | -0.3869 | 0.4680 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 1 | -0.03196 | 0.1799 | 30 | -0.18 | 0.8602 | Tukey-Kramer | 1.0000 | 0.05 | -0.3993 | 0.3354 | -0.7622 | 0.6982 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 1 | -0.01252 | 0.1052 | 30 | -0.12 | 0.9061 | Tukey-Kramer | 1.0000 | 0.05 | -0.2274 | 0.2024 | -0.4398 | 0.4147 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 1 | -0.01191 | 0.1137 | 30 | -0.10 | 0.9173 | Tukey-Kramer | 1.0000 | 0.05 | -0.2442 | 0.2203 | -0.4736 | 0.4498 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 2 | 0.04414 | 0.3218 | 30 | 0.14 | 0.8918 | Tukey-Kramer | 1.0000 | 0.05 | -0.6130 | 0.7012 | -1.2622 | 1.3504 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 2 | 0.04578 | 0.1358 | 30 | 0.34 | 0.7383 | Tukey-Kramer | 1.0000 | 0.05 | -0.2315 | 0.3231 | -0.5054 | 0.5970 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 2 | 0.04363 | 0.1608 | 30 | 0.27 | 0.7880 | Tukey-Kramer | 1.0000 | 0.05 | -0.2848 | 0.3721 | -0.6093 | 0.6966 |
hospbi*age_gr*sample | C | 6 | 2 | A | 9 | 3 | 0.04126 | 0.1431 | 30 | 0.29 | 0.7751 | Tukey-Kramer | 1.0000 | 0.05 | -0.2510 | 0.3336 | -0.5398 | 0.6223 |
hospbi*age_gr*sample | C | 6 | 2 | B | 9 | 3 | 0.04012 | 0.09924 | 30 | 0.40 | 0.6889 | Tukey-Kramer | 1.0000 | 0.05 | -0.1626 | 0.2428 | -0.3628 | 0.4430 |
hospbi*age_gr*sample | C | 6 | 2 | C | 9 | 3 | 0.03517 | 0.1038 | 30 | 0.34 | 0.7371 | Tukey-Kramer | 1.0000 | 0.05 | -0.1769 | 0.2472 | -0.3863 | 0.4567 |
hospbi*age_gr*sample | A | 6 | 3 | B | 6 | 3 | -0.00004 | 0.07998 | 30 | -0.00 | 0.9996 | Tukey-Kramer | 1.0000 | 0.05 | -0.1634 | 0.1633 | -0.3247 | 0.3247 |
hospbi*age_gr*sample | A | 6 | 3 | C | 6 | 3 | -0.00316 | 0.06753 | 30 | -0.05 | 0.9630 | Tukey-Kramer | 1.0000 | 0.05 | -0.1411 | 0.1348 | -0.2774 | 0.2710 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 1 | -0.07569 | 0.1931 | 30 | -0.39 | 0.6978 | Tukey-Kramer | 1.0000 | 0.05 | -0.4700 | 0.3187 | -0.8596 | 0.7082 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 1 | -0.05625 | 0.1265 | 30 | -0.44 | 0.6598 | Tukey-Kramer | 1.0000 | 0.05 | -0.3147 | 0.2022 | -0.5700 | 0.4575 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 1 | -0.05564 | 0.1337 | 30 | -0.42 | 0.6802 | Tukey-Kramer | 1.0000 | 0.05 | -0.3286 | 0.2174 | -0.5984 | 0.4871 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 2 | 0.000410 | 0.3293 | 30 | 0.00 | 0.9990 | Tukey-Kramer | 1.0000 | 0.05 | -0.6722 | 0.6730 | -1.3367 | 1.3375 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 2 | 0.002056 | 0.1529 | 30 | 0.01 | 0.9894 | Tukey-Kramer | 1.0000 | 0.05 | -0.3101 | 0.3143 | -0.6186 | 0.6227 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 2 | -0.00009 | 0.1755 | 30 | -0.00 | 0.9996 | Tukey-Kramer | 1.0000 | 0.05 | -0.3585 | 0.3583 | -0.7126 | 0.7125 |
hospbi*age_gr*sample | A | 6 | 3 | A | 9 | 3 | -0.00247 | 0.1594 | 30 | -0.02 | 0.9877 | Tukey-Kramer | 1.0000 | 0.05 | -0.3281 | 0.3231 | -0.6498 | 0.6448 |
hospbi*age_gr*sample | A | 6 | 3 | B | 9 | 3 | -0.00360 | 0.1216 | 30 | -0.03 | 0.9765 | Tukey-Kramer | 1.0000 | 0.05 | -0.2519 | 0.2447 | -0.4973 | 0.4900 |
hospbi*age_gr*sample | A | 6 | 3 | C | 9 | 3 | -0.00856 | 0.1254 | 30 | -0.07 | 0.9460 | Tukey-Kramer | 1.0000 | 0.05 | -0.2646 | 0.2474 | -0.5175 | 0.5004 |
hospbi*age_gr*sample | B | 6 | 3 | C | 6 | 3 | -0.00313 | 0.01270 | 30 | -0.25 | 0.8074 | Tukey-Kramer | 1.0000 | 0.05 | -0.02907 | 0.02282 | -0.05470 | 0.04845 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 1 | -0.07565 | 0.1585 | 30 | -0.48 | 0.6367 | Tukey-Kramer | 1.0000 | 0.05 | -0.3994 | 0.2481 | -0.7192 | 0.5679 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 1 | -0.05621 | 0.06208 | 30 | -0.91 | 0.3725 | Tukey-Kramer | 1.0000 | 0.05 | -0.1830 | 0.07058 | -0.3083 | 0.1958 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 1 | -0.05560 | 0.07558 | 30 | -0.74 | 0.4676 | Tukey-Kramer | 1.0000 | 0.05 | -0.2100 | 0.09876 | -0.3625 | 0.2513 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 2 | 0.000447 | 0.3103 | 30 | 0.00 | 0.9989 | Tukey-Kramer | 1.0000 | 0.05 | -0.6333 | 0.6342 | -1.2595 | 1.2604 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 2 | 0.002093 | 0.1059 | 30 | 0.02 | 0.9844 | Tukey-Kramer | 1.0000 | 0.05 | -0.2142 | 0.2184 | -0.4278 | 0.4320 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 2 | -0.00006 | 0.1366 | 30 | -0.00 | 0.9997 | Tukey-Kramer | 1.0000 | 0.05 | -0.2789 | 0.2788 | -0.5544 | 0.5543 |
hospbi*age_gr*sample | B | 6 | 3 | A | 9 | 3 | -0.00243 | 0.1152 | 30 | -0.02 | 0.9833 | Tukey-Kramer | 1.0000 | 0.05 | -0.2376 | 0.2328 | -0.4700 | 0.4652 |
hospbi*age_gr*sample | B | 6 | 3 | B | 9 | 3 | -0.00357 | 0.05126 | 30 | -0.07 | 0.9450 | Tukey-Kramer | 1.0000 | 0.05 | -0.1083 | 0.1011 | -0.2117 | 0.2046 |
hospbi*age_gr*sample | B | 6 | 3 | C | 9 | 3 | -0.00852 | 0.05964 | 30 | -0.14 | 0.8874 | Tukey-Kramer | 1.0000 | 0.05 | -0.1303 | 0.1133 | -0.2507 | 0.2336 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 1 | -0.07252 | 0.1618 | 30 | -0.45 | 0.6573 | Tukey-Kramer | 1.0000 | 0.05 | -0.4030 | 0.2580 | -0.7296 | 0.5845 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 1 | -0.05309 | 0.07012 | 30 | -0.76 | 0.4549 | Tukey-Kramer | 1.0000 | 0.05 | -0.1963 | 0.09011 | -0.3378 | 0.2316 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 1 | -0.05248 | 0.08231 | 30 | -0.64 | 0.5286 | Tukey-Kramer | 1.0000 | 0.05 | -0.2206 | 0.1156 | -0.3866 | 0.2817 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 2 | 0.003572 | 0.3120 | 30 | 0.01 | 0.9909 | Tukey-Kramer | 1.0000 | 0.05 | -0.6337 | 0.6408 | -1.2633 | 1.2704 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 2 | 0.005218 | 0.1108 | 30 | 0.05 | 0.9627 | Tukey-Kramer | 1.0000 | 0.05 | -0.2211 | 0.2315 | -0.4446 | 0.4550 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 2 | 0.003069 | 0.1404 | 30 | 0.02 | 0.9827 | Tukey-Kramer | 1.0000 | 0.05 | -0.2836 | 0.2898 | -0.5669 | 0.5730 |
hospbi*age_gr*sample | C | 6 | 3 | A | 9 | 3 | 0.000693 | 0.1197 | 30 | 0.01 | 0.9954 | Tukey-Kramer | 1.0000 | 0.05 | -0.2438 | 0.2451 | -0.4853 | 0.4866 |
hospbi*age_gr*sample | C | 6 | 3 | B | 9 | 3 | -0.00044 | 0.06074 | 30 | -0.01 | 0.9942 | Tukey-Kramer | 1.0000 | 0.05 | -0.1245 | 0.1236 | -0.2471 | 0.2462 |
hospbi*age_gr*sample | C | 6 | 3 | C | 9 | 3 | -0.00539 | 0.06796 | 30 | -0.08 | 0.9373 | Tukey-Kramer | 1.0000 | 0.05 | -0.1442 | 0.1334 | -0.2813 | 0.2705 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 1 | 0.01944 | 0.1058 | 30 | 0.18 | 0.8555 | Tukey-Kramer | 1.0000 | 0.05 | -0.1966 | 0.2355 | -0.4101 | 0.4490 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 1 | 0.02004 | 0.08934 | 30 | 0.22 | 0.8240 | Tukey-Kramer | 1.0000 | 0.05 | -0.1624 | 0.2025 | -0.3427 | 0.3828 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 2 | 0.07610 | 0.3444 | 30 | 0.22 | 0.8266 | Tukey-Kramer | 1.0000 | 0.05 | -0.6273 | 0.7795 | -1.3223 | 1.4745 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 2 | 0.07774 | 0.1831 | 30 | 0.42 | 0.6742 | Tukey-Kramer | 1.0000 | 0.05 | -0.2963 | 0.4517 | -0.6658 | 0.8213 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 2 | 0.07559 | 0.2024 | 30 | 0.37 | 0.7114 | Tukey-Kramer | 1.0000 | 0.05 | -0.3378 | 0.4890 | -0.7462 | 0.8974 |
hospbi*age_gr*sample | A | 9 | 1 | A | 9 | 3 | 0.07322 | 0.1887 | 30 | 0.39 | 0.7007 | Tukey-Kramer | 1.0000 | 0.05 | -0.3121 | 0.4585 | -0.6927 | 0.8391 |
hospbi*age_gr*sample | A | 9 | 1 | B | 9 | 3 | 0.07208 | 0.1580 | 30 | 0.46 | 0.6514 | Tukey-Kramer | 1.0000 | 0.05 | -0.2505 | 0.3947 | -0.5692 | 0.7134 |
hospbi*age_gr*sample | A | 9 | 1 | C | 9 | 3 | 0.06713 | 0.1609 | 30 | 0.42 | 0.6794 | Tukey-Kramer | 1.0000 | 0.05 | -0.2614 | 0.3957 | -0.5860 | 0.7203 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 1 | 0.000608 | 0.01681 | 30 | 0.04 | 0.9714 | Tukey-Kramer | 1.0000 | 0.05 | -0.03372 | 0.03493 | -0.06763 | 0.06884 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 2 | 0.05666 | 0.3120 | 30 | 0.18 | 0.8571 | Tukey-Kramer | 1.0000 | 0.05 | -0.5806 | 0.6939 | -1.2101 | 1.3234 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 2 | 0.05831 | 0.1107 | 30 | 0.53 | 0.6024 | Tukey-Kramer | 1.0000 | 0.05 | -0.1679 | 0.2845 | -0.3913 | 0.5079 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 2 | 0.05616 | 0.1403 | 30 | 0.40 | 0.6919 | Tukey-Kramer | 1.0000 | 0.05 | -0.2305 | 0.3428 | -0.5136 | 0.6260 |
hospbi*age_gr*sample | B | 9 | 1 | A | 9 | 3 | 0.05378 | 0.1196 | 30 | 0.45 | 0.6563 | Tukey-Kramer | 1.0000 | 0.05 | -0.1906 | 0.2981 | -0.4320 | 0.5395 |
hospbi*age_gr*sample | B | 9 | 1 | B | 9 | 3 | 0.05264 | 0.06066 | 30 | 0.87 | 0.3923 | Tukey-Kramer | 1.0000 | 0.05 | -0.07123 | 0.1765 | -0.1936 | 0.2989 |
hospbi*age_gr*sample | B | 9 | 1 | C | 9 | 3 | 0.04769 | 0.06789 | 30 | 0.70 | 0.4877 | Tukey-Kramer | 1.0000 | 0.05 | -0.09095 | 0.1863 | -0.2279 | 0.3233 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 2 | 0.05605 | 0.3150 | 30 | 0.18 | 0.8600 | Tukey-Kramer | 1.0000 | 0.05 | -0.5872 | 0.6993 | -1.2228 | 1.3349 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 2 | 0.05770 | 0.1188 | 30 | 0.49 | 0.6308 | Tukey-Kramer | 1.0000 | 0.05 | -0.1850 | 0.3004 | -0.4248 | 0.5402 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 2 | 0.05555 | 0.1468 | 30 | 0.38 | 0.7078 | Tukey-Kramer | 1.0000 | 0.05 | -0.2443 | 0.3554 | -0.5405 | 0.6516 |
hospbi*age_gr*sample | C | 9 | 1 | A | 9 | 3 | 0.05317 | 0.1272 | 30 | 0.42 | 0.6789 | Tukey-Kramer | 1.0000 | 0.05 | -0.2066 | 0.3129 | -0.4632 | 0.5695 |
hospbi*age_gr*sample | C | 9 | 1 | B | 9 | 3 | 0.05204 | 0.07441 | 30 | 0.70 | 0.4898 | Tukey-Kramer | 1.0000 | 0.05 | -0.09994 | 0.2040 | -0.2501 | 0.3542 |
hospbi*age_gr*sample | C | 9 | 1 | C | 9 | 3 | 0.04709 | 0.08042 | 30 | 0.59 | 0.5626 | Tukey-Kramer | 1.0000 | 0.05 | -0.1171 | 0.2113 | -0.2794 | 0.3736 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 2 | 0.001646 | 0.2116 | 30 | 0.01 | 0.9938 | Tukey-Kramer | 1.0000 | 0.05 | -0.4305 | 0.4338 | -0.8575 | 0.8607 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 2 | -0.00050 | 0.1787 | 30 | -0.00 | 0.9978 | Tukey-Kramer | 1.0000 | 0.05 | -0.3654 | 0.3644 | -0.7259 | 0.7249 |
hospbi*age_gr*sample | A | 9 | 2 | A | 9 | 3 | -0.00288 | 0.3268 | 30 | -0.01 | 0.9930 | Tukey-Kramer | 1.0000 | 0.05 | -0.6702 | 0.6644 | -1.3295 | 1.3237 |
hospbi*age_gr*sample | A | 9 | 2 | B | 9 | 3 | -0.00401 | 0.3100 | 30 | -0.01 | 0.9898 | Tukey-Kramer | 1.0000 | 0.05 | -0.6372 | 0.6292 | -1.2628 | 1.2548 |
hospbi*age_gr*sample | A | 9 | 2 | C | 9 | 3 | -0.00897 | 0.3115 | 30 | -0.03 | 0.9772 | Tukey-Kramer | 1.0000 | 0.05 | -0.6452 | 0.6273 | -1.2738 | 1.2559 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 2 | -0.00215 | 0.03361 | 30 | -0.06 | 0.9494 | Tukey-Kramer | 1.0000 | 0.05 | -0.07080 | 0.06650 | -0.1386 | 0.1343 |
hospbi*age_gr*sample | B | 9 | 2 | A | 9 | 3 | -0.00453 | 0.1472 | 30 | -0.03 | 0.9757 | Tukey-Kramer | 1.0000 | 0.05 | -0.3052 | 0.2961 | -0.6022 | 0.5932 |
hospbi*age_gr*sample | B | 9 | 2 | B | 9 | 3 | -0.00566 | 0.1051 | 30 | -0.05 | 0.9574 | Tukey-Kramer | 1.0000 | 0.05 | -0.2202 | 0.2089 | -0.4322 | 0.4209 |
hospbi*age_gr*sample | B | 9 | 2 | C | 9 | 3 | -0.01061 | 0.1094 | 30 | -0.10 | 0.9234 | Tukey-Kramer | 1.0000 | 0.05 | -0.2340 | 0.2128 | -0.4547 | 0.4335 |
hospbi*age_gr*sample | C | 9 | 2 | A | 9 | 3 | -0.00238 | 0.1706 | 30 | -0.01 | 0.9890 | Tukey-Kramer | 1.0000 | 0.05 | -0.3508 | 0.3461 | -0.6950 | 0.6903 |
hospbi*age_gr*sample | C | 9 | 2 | B | 9 | 3 | -0.00351 | 0.1359 | 30 | -0.03 | 0.9796 | Tukey-Kramer | 1.0000 | 0.05 | -0.2811 | 0.2740 | -0.5553 | 0.5483 |
hospbi*age_gr*sample | C | 9 | 2 | C | 9 | 3 | -0.00846 | 0.1393 | 30 | -0.06 | 0.9520 | Tukey-Kramer | 1.0000 | 0.05 | -0.2929 | 0.2760 | -0.5739 | 0.5570 |
hospbi*age_gr*sample | A | 9 | 3 | B | 9 | 3 | -0.00113 | 0.07481 | 30 | -0.02 | 0.9880 | Tukey-Kramer | 1.0000 | 0.05 | -0.1539 | 0.1517 | -0.3049 | 0.3026 |
hospbi*age_gr*sample | A | 9 | 3 | C | 9 | 3 | -0.00609 | 0.06317 | 30 | -0.10 | 0.9239 | Tukey-Kramer | 1.0000 | 0.05 | -0.1351 | 0.1229 | -0.2626 | 0.2504 |
hospbi*age_gr*sample | B | 9 | 3 | C | 9 | 3 | -0.00495 | 0.01188 | 30 | -0.42 | 0.6799 | Tukey-Kramer | 1.0000 | 0.05 | -0.02922 | 0.01932 | -0.05320 | 0.04330 |
data for supplemental table 2 and figure 1
/*ls means values by head body and tail*/
DATA dual_lsmeans1 (drop=age_group);
set dual_lsmeans;
if age_group^="" then delete;
stain="dual ";
rename _NAME_=pancreas_region;
run;
PROC print data=dual_lsmeans1;
run;
/*grand mean values*/
PROC means data=dual_lsmeans1 mean;
var lsmean;
class hospbin;
output out=dual_grandmean;
run;
DATA dual_grandmean (drop=_type_ _freq_ _stat_);
set dual_grandmean;
if _stat_^="MEAN" then delete;
if hospbin="" then delete;
pancreas_region="Overall";
stain="dual ";
run;
/*combine files into 1*/
DATA dual_fig1;
set dual_lsmeans1 dual_grandmean;
run;
PROC print data=dual_fig1;
run;
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 0.23147 | dual |
2 | Head | 6 | 0.01599 | dual |
3 | Head | 9 | 0.02948 | dual |
4 | Body | 3 | 0.07504 | dual |
5 | Body | 6 | 0.01402 | dual |
6 | Body | 9 | 0.02283 | dual |
7 | Tail | 3 | 0.10131 | dual |
8 | Tail | 6 | 0.02550 | dual |
9 | Tail | 9 | 0.02499 | dual |
The MEANS Procedure
Analysis Variable : LSMEAN | ||
---|---|---|
hospbin | N Obs | Mean |
3 | 3 | 0.1359428 |
6 | 3 | 0.0185024 |
9 | 3 | 0.0257684 |
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 0.23147 | dual |
2 | Head | 6 | 0.01599 | dual |
3 | Head | 9 | 0.02948 | dual |
4 | Body | 3 | 0.07504 | dual |
5 | Body | 6 | 0.01402 | dual |
6 | Body | 9 | 0.02283 | dual |
7 | Tail | 3 | 0.10131 | dual |
8 | Tail | 6 | 0.02550 | dual |
9 | Tail | 9 | 0.02499 | dual |
10 | Overall | 3 | 0.13594 | dual |
11 | Overall | 6 | 0.01850 | dual |
12 | Overall | 9 | 0.02577 | dual |
data for figure 1
DATA figure1;
set cd45_fig1 cd68_fig1 insulin1_fig1 ki67_fig1 dual_fig1;
run;
proc print data=figure1;
run;
PROC export data=figure1
outfile="figure1.csv"
dbms=csv
replace;
run;
Obs | pancreas_region | hospbin | LSMEAN | stain |
---|---|---|---|---|
1 | Head | 3 | 3.97633 | CD45 |
2 | Head | 6 | 3.64362 | CD45 |
3 | Head | 9 | 4.86435 | CD45 |
4 | Body | 3 | 4.21742 | CD45 |
5 | Body | 6 | 4.17156 | CD45 |
6 | Body | 9 | 4.61384 | CD45 |
7 | Tail | 3 | 5.35137 | CD45 |
8 | Tail | 6 | 4.70966 | CD45 |
9 | Tail | 9 | 5.66880 | CD45 |
10 | Overall | 3 | 4.51504 | CD45 |
11 | Overall | 6 | 4.17495 | CD45 |
12 | Overall | 9 | 5.04900 | CD45 |
13 | Head | 3 | 2.11729 | CD68 |
14 | Head | 6 | 2.11608 | CD68 |
15 | Head | 9 | 3.43758 | CD68 |
16 | Body | 3 | 2.81909 | CD68 |
17 | Body | 6 | 2.58786 | CD68 |
18 | Body | 9 | 3.18992 | CD68 |
19 | Tail | 3 | 2.81956 | CD68 |
20 | Tail | 6 | 2.41701 | CD68 |
21 | Tail | 9 | 3.80707 | CD68 |
22 | Overall | 3 | 2.58531 | CD68 |
23 | Overall | 6 | 2.37365 | CD68 |
24 | Overall | 9 | 3.47819 | CD68 |
25 | Head | 3 | 3.67605 | Insulin |
26 | Head | 6 | 2.59539 | Insulin |
27 | Head | 9 | 2.25901 | Insulin |
28 | Body | 3 | 2.97310 | Insulin |
29 | Body | 6 | 2.22844 | Insulin |
30 | Body | 9 | 2.07233 | Insulin |
31 | Tail | 3 | 3.54317 | Insulin |
32 | Tail | 6 | 3.19101 | Insulin |
33 | Tail | 9 | 2.69677 | Insulin |
34 | Overall | 3 | 3.39744 | Insulin |
35 | Overall | 6 | 2.67161 | Insulin |
36 | Overall | 9 | 2.34270 | Insulin |
37 | Head | 3 | 1.48995 | Ki67 |
38 | Head | 6 | 0.50260 | Ki67 |
39 | Head | 9 | 1.93662 | Ki67 |
40 | Body | 3 | 1.70602 | Ki67 |
41 | Body | 6 | 0.67179 | Ki67 |
42 | Body | 9 | 1.75012 | Ki67 |
43 | Tail | 3 | 1.41474 | Ki67 |
44 | Tail | 6 | 0.58658 | Ki67 |
45 | Tail | 9 | 1.58369 | Ki67 |
46 | Overall | 3 | 1.53690 | Ki67 |
47 | Overall | 6 | 0.58699 | Ki67 |
48 | Overall | 9 | 1.75681 | Ki67 |
49 | Head | 3 | 0.23147 | dual |
50 | Head | 6 | 0.01599 | dual |
51 | Head | 9 | 0.02948 | dual |
52 | Body | 3 | 0.07504 | dual |
53 | Body | 6 | 0.01402 | dual |
54 | Body | 9 | 0.02283 | dual |
55 | Tail | 3 | 0.10131 | dual |
56 | Tail | 6 | 0.02550 | dual |
57 | Tail | 9 | 0.02499 | dual |
58 | Overall | 3 | 0.13594 | dual |
59 | Overall | 6 | 0.01850 | dual |
60 | Overall | 9 | 0.02577 | dual |
ESM Figure 1 interaction plot panel for hospitalization time by age group interaction
proc print data=cd45_mean;
run;
proc print data=insulin_mean;
run;
Obs | Case | hospbin | age_group | oppc_ageR | mean_pancreas |
---|---|---|---|---|---|
1 | 6106 | 3 | 1 | 2.9 | 2.0916933333 |
2 | 6200 | 3 | 1 | 0.0065753425 | 4.98828 |
3 | 6278 | 3 | 1 | 10 | 4.0959133333 |
4 | 6073 | 3 | 2 | 19.2 | 9.17934 |
5 | 6099 | 3 | 2 | 14.2 | 2.9321966667 |
6 | 6003 | 3 | 3 | 23 | 2.6214733333 |
7 | 6048 | 3 | 3 | 30 | 1.3001633333 |
8 | 6131 | 3 | 3 | 24.2 | 4.40351 |
9 | 6134 | 3 | 3 | 26.7 | 2.6490233333 |
10 | 6162 | 3 | 3 | 22.7 | 2.2208266667 |
11 | 6174 | 3 | 3 | 20.8 | 1.6876333333 |
12 | 6235 | 3 | 3 | 30 | 5.6687266667 |
13 | 6250 | 3 | 3 | 40 | 9.5611333333 |
14 | 6047 | 6 | 1 | 7.8 | 4.04501 |
15 | 6117 | 6 | 1 | 0.33 | 5.01601 |
16 | 6187 | 6 | 1 | 0.33 | 1.9342333333 |
17 | 6219 | 6 | 1 | 0.5 | 7.56861 |
18 | 6230 | 6 | 2 | 16 | 0.490014 |
19 | 6279 | 6 | 2 | 19 | 3.2508066667 |
20 | 6104 | 6 | 3 | 41 | 0.9583076667 |
21 | 6126 | 6 | 3 | 25.2 | 14.760666667 |
22 | 6129 | 6 | 3 | 42.9 | 3.2638666667 |
23 | 6165 | 6 | 3 | 45.8 | 6.8778533333 |
24 | 6229 | 6 | 3 | 31 | 3.26601 |
25 | 6251 | 6 | 3 | 33 | 5.5635466667 |
26 | 6254 | 6 | 3 | 38 | 7.4039733333 |
27 | 6005 | 9 | 1 | 5 | 3.98069 |
28 | 6007 | 9 | 1 | 9 | 4.7147633333 |
29 | 6115 | 9 | 1 | 0.42 | 9.6911466667 |
30 | 6144 | 9 | 1 | 7.5 | 1.8678786667 |
31 | 6172 | 9 | 2 | 19.2 | 3.6092633333 |
32 | 6008 | 9 | 3 | 50 | 3.18315 |
33 | 6011 | 9 | 3 | 46 | 11.626993333 |
34 | 6019 | 9 | 3 | 42 | 1.72115 |
35 | 6057 | 9 | 3 | 22 | 3.00143 |
36 | 6060 | 9 | 3 | 24 | 4.73816 |
37 | 6140 | 9 | 3 | 38 | 13.99183 |
38 | 6178 | 9 | 3 | 24.5 | 5.2902 |
39 | 6179 | 9 | 3 | 21.8 | 8.23996 |
Obs | Case | hospbin | age_group | oppc_ageR | mean_pancreas |
---|---|---|---|---|---|
1 | 6106 | 3 | 1 | 2.9 | 2.6593095556 |
2 | 6200 | 3 | 1 | 0.0065753425 | 15.456781111 |
3 | 6278 | 3 | 1 | 10 | 2.9618144444 |
4 | 6073 | 3 | 2 | 19.2 | 1.4437288889 |
5 | 6099 | 3 | 2 | 14.2 | 1.8993911111 |
6 | 6003 | 3 | 3 | 23 | 2.2689211111 |
7 | 6048 | 3 | 3 | 30 | 1.3639012222 |
8 | 6131 | 3 | 3 | 24.2 | 2.0004911111 |
9 | 6134 | 3 | 3 | 26.7 | 1.0221464444 |
10 | 6162 | 3 | 3 | 22.7 | 1.0960842222 |
11 | 6174 | 3 | 3 | 20.8 | 1.399986 |
12 | 6235 | 3 | 3 | 30 | 0.9941592222 |
13 | 6250 | 3 | 3 | 40 | 1.8127255556 |
14 | 6047 | 6 | 1 | 7.8 | 1.6661255556 |
15 | 6117 | 6 | 1 | 0.33 | 4.709714 |
16 | 6187 | 6 | 1 | 0.33 | 8.6629144444 |
17 | 6219 | 6 | 1 | 0.5 | 4.2083188889 |
18 | 6230 | 6 | 2 | 16 | 0.985314 |
19 | 6279 | 6 | 2 | 19 | 2.4339522222 |
20 | 6104 | 6 | 3 | 41 | 1.0314343333 |
21 | 6126 | 6 | 3 | 25.2 | 1.0116701111 |
22 | 6129 | 6 | 3 | 42.9 | 1.6572622222 |
23 | 6165 | 6 | 3 | 45.8 | 0.7123386667 |
24 | 6229 | 6 | 3 | 31 | 3.1872377778 |
25 | 6251 | 6 | 3 | 33 | 1.0449202222 |
26 | 6254 | 6 | 3 | 38 | 1.8091744444 |
27 | 6005 | 9 | 1 | 5 | 2.3486111111 |
28 | 6007 | 9 | 1 | 9 | 1.7416066667 |
29 | 6115 | 9 | 1 | 0.42 | 5.2413955556 |
30 | 6144 | 9 | 1 | 7.5 | 2.1990355556 |
31 | 6172 | 9 | 2 | 19.2 | 2.6835566667 |
32 | 6008 | 9 | 3 | 50 | 0.7538947778 |
33 | 6011 | 9 | 3 | 46 | 2.0067311111 |
34 | 6019 | 9 | 3 | 42 | 1.5802324444 |
35 | 6057 | 9 | 3 | 22 | 2.3994888889 |
36 | 6060 | 9 | 3 | 24 | 1.4650126667 |
37 | 6140 | 9 | 3 | 38 | 1.3753716667 |
38 | 6178 | 9 | 3 | 24.5 | 1.2414216667 |
39 | 6179 | 9 | 3 | 21.8 | 0.8729275556 |
/*to determine a mean value for each combination of hospitalization by age group combination*/
%mean(cd45,percent_cd45);
PROC sort data=cd45_mean;
by hospbin age_group;
run;
PROC univariate data=cd45_mean;
by hospbin age_group;
var mean_pancreas;
output out=cd45_interaction mean=mean_pancreas_group;
run;
DATA cd45_interaction;
set cd45_interaction;
dataset="CD45 ";
run;
%mean(cd68,percent_cd68);
PROC sort data=cd68_mean;
by hospbin age_group;
run;
PROC univariate data=cd68_mean;
by hospbin age_group;
var mean_pancreas;
output out=cd68_interaction mean=mean_pancreas_group;
run;
DATA cd68_interaction;
set cd68_interaction;
dataset="CD68 ";
run;
%mean(insulin,percent_insulin);
PROC sort data=insulin_mean;
by hospbin age_group;
run;
PROC univariate data=insulin_mean;
by hospbin age_group;
var mean_pancreas;
output out=insulin_interaction mean=mean_pancreas_group;
run;
DATA insulin_interaction;
set insulin_interaction;
dataset="Insulin(I) ";
run;
%mean(ki67,percent_ki67);
PROC sort data=ki67_mean;
by hospbin age_group;
run;
PROC univariate data=ki67_mean;
by hospbin age_group;
var mean_pancreas;
output out=ki67_interaction mean=mean_pancreas_group;
run;
DATA ki67_interaction;
set ki67_interaction;
dataset="Ki67 ";
run;
/*did not use macro for dual dataset*/
PROC means data=ki67 nway noprint;
class case hospbin age_group oppc_ageR;
var percent_dual;
output out=ki67dual_mean (drop=_type_ _freq_) mean=mean_pancreas;
run;
PROC sort data=ki67dual_mean;
by hospbin age_group;
run;
PROC univariate data=ki67dual_mean;
by hospbin age_group;
var mean_pancreas;
output out=ki67dual_interaction mean=mean_pancreas_group;
run;
DATA ki67dual_interaction;
set ki67dual_interaction;
dataset="Ki67+I ";
run;
DATA all_interactions;
set cd45_interaction cd68_interaction insulin_interaction ki67_interaction ki67dual_interaction;
run;
PROC print data=all_interactions;
run;
ODS GRAPHICS ON / reset = all height= 4 in width=7 in border= off imagename="ESM_Fig1";
ods listing image_dpi=600;
PROC sgpanel data=all_interactions noautolegend;
panelby dataset/novarname noheaderborder headerbackcolor=white headerattrs=(size=16pt Family=Arial) onepanel;
format hospbin hospname. age_group agename.;
series x=hospbin y=mean_pancreas_group/ group=age_group name="Lines" LINEATTRS = (THICKNESS = 2.0 pattern=solid);
styleattrs datacontrastcolors=(cx8AA9D6 cxC04140 cx6DA567);
colaxis values=(3 to 9 by 3) discreteorder=data labelattrs=(size=16) valueattrs=(size=16 Family=Arial) label="Days in hospital prior to organ donation" labelattrs=(size = 16 weight=bold Family=Arial);
rowaxis values=(0 to 6 by 1) labelattrs=(size=16) valueattrs=(size=16 Family=Arial) label="Positive cells (%)" labelattrs=(size = 16 weight=bold Family=Arial);
/*keylegend "Lines"/title= "Age Group" titleattrs=(size=16) titleattrs=(weight=bold) valueattrs=(size=16) valueattrs=(weight=bold) noborder position=right*/;
run;
ODS graphics off;
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=3 age_group=1
Moments | |||
---|---|---|---|
N | 3 | Sum Weights | 3 |
Mean | 3.72529556 | Sum Observations | 11.1758867 |
Std Deviation | 1.48343242 | Variance | 2.20057173 |
Skewness | -1.0540951 | Kurtosis | . |
Uncorrected SS | 46.0346244 | Corrected SS | 4.40114346 |
Coeff Variation | 39.8205295 | Std Error Mean | 0.8564601 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 3.725296 | Std Deviation | 1.48343 |
Median | 4.095913 | Variance | 2.20057 |
Mode | . | Range | 2.89659 |
Interquartile Range | 2.89659 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 4.349643 | Pr > |t| | 0.0490 |
Sign | M | 1.5 | Pr >= |M| | 0.2500 |
Signed Rank | S | 3 | Pr >= |S| | 0.2500 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 4.98828 |
99% | 4.98828 |
95% | 4.98828 |
90% | 4.98828 |
75% Q3 | 4.98828 |
50% Median | 4.09591 |
25% Q1 | 2.09169 |
10% | 2.09169 |
5% | 2.09169 |
1% | 2.09169 |
0% Min | 2.09169 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
2.09169 | 1 | 2.09169 | 1 |
4.09591 | 3 | 4.09591 | 3 |
4.98828 | 2 | 4.98828 | 2 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=3 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 6.05576833 | Sum Observations | 12.1115367 |
Std Deviation | 4.41739741 | Variance | 19.5133999 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 92.8580601 | Corrected SS | 19.5133999 |
Coeff Variation | 72.9452841 | Std Error Mean | 3.12357167 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 6.055768 | Std Deviation | 4.41740 |
Median | 6.055768 | Variance | 19.51340 |
Mode | . | Range | 6.24714 |
Interquartile Range | 6.24714 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.938732 | Pr > |t| | 0.3032 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 9.17934 |
99% | 9.17934 |
95% | 9.17934 |
90% | 9.17934 |
75% Q3 | 9.17934 |
50% Median | 6.05577 |
25% Q1 | 2.93220 |
10% | 2.93220 |
5% | 2.93220 |
1% | 2.93220 |
0% Min | 2.93220 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
2.93220 | 5 | 2.93220 | 5 |
9.17934 | 4 | 9.17934 | 4 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=3 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 3.76406125 | Sum Observations | 30.11249 |
Std Deviation | 2.75046555 | Variance | 7.56506076 |
Skewness | 1.57017121 | Kurtosis | 2.33131449 |
Uncorrected SS | 166.300682 | Corrected SS | 52.9554253 |
Coeff Variation | 73.0717534 | Std Error Mean | 0.97243642 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 3.764061 | Std Deviation | 2.75047 |
Median | 2.635248 | Variance | 7.56506 |
Mode | . | Range | 8.26097 |
Interquartile Range | 3.08189 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.870753 | Pr > |t| | 0.0061 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 9.56113 |
99% | 9.56113 |
95% | 9.56113 |
90% | 9.56113 |
75% Q3 | 5.03612 |
50% Median | 2.63525 |
25% Q1 | 1.95423 |
10% | 1.30016 |
5% | 1.30016 |
1% | 1.30016 |
0% Min | 1.30016 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.30016 | 7 | 2.62147 | 6 |
1.68763 | 11 | 2.64902 | 9 |
2.22083 | 10 | 4.40351 | 8 |
2.62147 | 6 | 5.66873 | 12 |
2.64902 | 9 | 9.56113 | 13 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=6 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 4.64096583 | Sum Observations | 18.5638633 |
Std Deviation | 2.33761436 | Variance | 5.46444089 |
Skewness | 0.26635947 | Kurtosis | 0.70912583 |
Uncorrected SS | 102.547578 | Corrected SS | 16.3933227 |
Coeff Variation | 50.3691353 | Std Error Mean | 1.16880718 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 4.640966 | Std Deviation | 2.33761 |
Median | 4.530510 | Variance | 5.46444 |
Mode | . | Range | 5.63438 |
Interquartile Range | 3.30269 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.970686 | Pr > |t| | 0.0286 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 7.56861 |
99% | 7.56861 |
95% | 7.56861 |
90% | 7.56861 |
75% Q3 | 6.29231 |
50% Median | 4.53051 |
25% Q1 | 2.98962 |
10% | 1.93423 |
5% | 1.93423 |
1% | 1.93423 |
0% Min | 1.93423 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.93423 | 16 | 1.93423 | 16 |
4.04501 | 14 | 4.04501 | 14 |
5.01601 | 15 | 5.01601 | 15 |
7.56861 | 17 | 7.56861 | 17 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=6 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 1.87041033 | Sum Observations | 3.74082067 |
Std Deviation | 1.95217522 | Variance | 3.81098807 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 10.8078577 | Corrected SS | 3.81098807 |
Coeff Variation | 104.371494 | Std Error Mean | 1.38039633 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.870410 | Std Deviation | 1.95218 |
Median | 1.870410 | Variance | 3.81099 |
Mode | . | Range | 2.76079 |
Interquartile Range | 2.76079 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.354981 | Pr > |t| | 0.4048 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 3.250807 |
99% | 3.250807 |
95% | 3.250807 |
90% | 3.250807 |
75% Q3 | 3.250807 |
50% Median | 1.870410 |
25% Q1 | 0.490014 |
10% | 0.490014 |
5% | 0.490014 |
1% | 0.490014 |
0% Min | 0.490014 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.490014 | 18 | 0.490014 | 18 |
3.250807 | 19 | 3.250807 | 19 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=6 age_group=3
Moments | |||
---|---|---|---|
N | 7 | Sum Weights | 7 |
Mean | 6.01346062 | Sum Observations | 42.0942243 |
Std Deviation | 4.47325496 | Variance | 20.01001 |
Skewness | 1.30812487 | Kurtosis | 2.32241954 |
Uncorrected SS | 373.19202 | Corrected SS | 120.06006 |
Coeff Variation | 74.387366 | Std Error Mean | 1.69073145 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 6.013461 | Std Deviation | 4.47325 |
Median | 5.563547 | Variance | 20.01001 |
Mode | . | Range | 13.80236 |
Interquartile Range | 4.14011 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.556721 | Pr > |t| | 0.0120 |
Sign | M | 3.5 | Pr >= |M| | 0.0156 |
Signed Rank | S | 14 | Pr >= |S| | 0.0156 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 14.760667 |
99% | 14.760667 |
95% | 14.760667 |
90% | 14.760667 |
75% Q3 | 7.403973 |
50% Median | 5.563547 |
25% Q1 | 3.263867 |
10% | 0.958308 |
5% | 0.958308 |
1% | 0.958308 |
0% Min | 0.958308 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.958308 | 20 | 3.26601 | 24 |
3.263867 | 22 | 5.56355 | 25 |
3.266010 | 24 | 6.87785 | 23 |
5.563547 | 25 | 7.40397 | 26 |
6.877853 | 23 | 14.76067 | 21 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=9 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 5.06361967 | Sum Observations | 20.2544787 |
Std Deviation | 3.31266278 | Variance | 10.9737347 |
Skewness | 1.19468164 | Kurtosis | 2.11858192 |
Uncorrected SS | 135.482181 | Corrected SS | 32.9212041 |
Coeff Variation | 65.4208451 | Std Error Mean | 1.65633139 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 5.063620 | Std Deviation | 3.31266 |
Median | 4.347727 | Variance | 10.97373 |
Mode | . | Range | 7.82327 |
Interquartile Range | 4.27867 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.05713 | Pr > |t| | 0.0551 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 9.69115 |
99% | 9.69115 |
95% | 9.69115 |
90% | 9.69115 |
75% Q3 | 7.20296 |
50% Median | 4.34773 |
25% Q1 | 2.92428 |
10% | 1.86788 |
5% | 1.86788 |
1% | 1.86788 |
0% Min | 1.86788 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.86788 | 30 | 1.86788 | 30 |
3.98069 | 27 | 3.98069 | 27 |
4.71476 | 28 | 4.71476 | 28 |
9.69115 | 29 | 9.69115 | 29 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=9 age_group=2
Moments | |||
---|---|---|---|
N | 1 | Sum Weights | 1 |
Mean | 3.60926333 | Sum Observations | 3.60926333 |
Std Deviation | . | Variance | . |
Skewness | . | Kurtosis | . |
Uncorrected SS | 13.0267818 | Corrected SS | 0 |
Coeff Variation | . | Std Error Mean | . |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 3.609263 | Std Deviation | . |
Median | 3.609263 | Variance | . |
Mode | 3.609263 | Range | 0 |
Interquartile Range | 0 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | . | Pr > |t| | . |
Sign | M | 0.5 | Pr >= |M| | 1.0000 |
Signed Rank | S | 0.5 | Pr >= |S| | 1.0000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 3.60926 |
99% | 3.60926 |
95% | 3.60926 |
90% | 3.60926 |
75% Q3 | 3.60926 |
50% Median | 3.60926 |
25% Q1 | 3.60926 |
10% | 3.60926 |
5% | 3.60926 |
1% | 3.60926 |
0% Min | 3.60926 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
3.60926 | 31 | 3.60926 | 31 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD45 Positive Cells)
hospbin=9 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 6.47410917 | Sum Observations | 51.7928733 |
Std Deviation | 4.40911823 | Variance | 19.4403236 |
Skewness | 0.83425173 | Kurtosis | -0.642545 |
Uncorrected SS | 471.394981 | Corrected SS | 136.082265 |
Coeff Variation | 68.1038598 | Std Error Mean | 1.5588587 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 6.474109 | Std Deviation | 4.40912 |
Median | 5.014180 | Variance | 19.44032 |
Mode | . | Range | 12.27068 |
Interquartile Range | 6.84119 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 4.153108 | Pr > |t| | 0.0043 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 13.99183 |
99% | 13.99183 |
95% | 13.99183 |
90% | 13.99183 |
75% Q3 | 9.93348 |
50% Median | 5.01418 |
25% Q1 | 3.09229 |
10% | 1.72115 |
5% | 1.72115 |
1% | 1.72115 |
0% Min | 1.72115 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.72115 | 34 | 4.73816 | 36 |
3.00143 | 35 | 5.29020 | 38 |
3.18315 | 32 | 8.23996 | 39 |
4.73816 | 36 | 11.62699 | 33 |
5.29020 | 38 | 13.99183 | 37 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=3 age_group=1
Moments | |||
---|---|---|---|
N | 3 | Sum Weights | 3 |
Mean | 1.71937922 | Sum Observations | 5.15813767 |
Std Deviation | 0.96227553 | Variance | 0.9259742 |
Skewness | 1.20967313 | Kurtosis | . |
Uncorrected SS | 10.7207431 | Corrected SS | 1.85194839 |
Coeff Variation | 55.966451 | Std Error Mean | 0.55557004 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.719379 | Std Deviation | 0.96228 |
Median | 1.436173 | Variance | 0.92597 |
Mode | . | Range | 1.86099 |
Interquartile Range | 1.86099 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.094802 | Pr > |t| | 0.0905 |
Sign | M | 1.5 | Pr >= |M| | 0.2500 |
Signed Rank | S | 3 | Pr >= |S| | 0.2500 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 2.791477 |
99% | 2.791477 |
95% | 2.791477 |
90% | 2.791477 |
75% Q3 | 2.791477 |
50% Median | 1.436173 |
25% Q1 | 0.930488 |
10% | 0.930488 |
5% | 0.930488 |
1% | 0.930488 |
0% Min | 0.930488 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.930488 | 1 | 0.930488 | 1 |
1.436173 | 3 | 1.436173 | 3 |
2.791477 | 2 | 2.791477 | 2 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=3 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 4.50595283 | Sum Observations | 9.01190567 |
Std Deviation | 5.46995721 | Variance | 29.9204318 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 70.5276537 | Corrected SS | 29.9204318 |
Coeff Variation | 121.394018 | Std Error Mean | 3.86784383 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 4.505953 | Std Deviation | 5.46996 |
Median | 4.505953 | Variance | 29.92043 |
Mode | . | Range | 7.73569 |
Interquartile Range | 7.73569 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.164978 | Pr > |t| | 0.4516 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 8.373797 |
99% | 8.373797 |
95% | 8.373797 |
90% | 8.373797 |
75% Q3 | 8.373797 |
50% Median | 4.505953 |
25% Q1 | 0.638109 |
10% | 0.638109 |
5% | 0.638109 |
1% | 0.638109 |
0% Min | 0.638109 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.638109 | 5 | 0.638109 | 5 |
8.373797 | 4 | 8.373797 | 4 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=3 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 1.53060575 | Sum Observations | 12.244846 |
Std Deviation | 1.5034751 | Variance | 2.26043738 |
Skewness | 1.574963 | Kurtosis | 2.68492458 |
Uncorrected SS | 34.5650933 | Corrected SS | 15.8230616 |
Coeff Variation | 98.2274567 | Std Error Mean | 0.53155872 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.530606 | Std Deviation | 1.50348 |
Median | 1.073553 | Variance | 2.26044 |
Mode | . | Range | 4.37085 |
Interquartile Range | 1.63279 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.879467 | Pr > |t| | 0.0237 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 4.745687 |
99% | 4.745687 |
95% | 4.745687 |
90% | 4.745687 |
75% Q3 | 2.060700 |
50% Median | 1.073553 |
25% Q1 | 0.427906 |
10% | 0.374841 |
5% | 0.374841 |
1% | 0.374841 |
0% Min | 0.374841 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.374841 | 10 | 0.466089 | 11 |
0.409039 | 9 | 1.681017 | 12 |
0.446774 | 7 | 2.053593 | 8 |
0.466089 | 11 | 2.067807 | 6 |
1.681017 | 12 | 4.745687 | 13 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=6 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 2.97854883 | Sum Observations | 11.9141953 |
Std Deviation | 1.71997358 | Variance | 2.95830912 |
Skewness | -0.3525607 | Kurtosis | 0.54797299 |
Uncorrected SS | 44.36194 | Corrected SS | 8.87492735 |
Coeff Variation | 57.7453544 | Std Error Mean | 0.85998679 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 2.978549 | Std Deviation | 1.71997 |
Median | 3.088070 | Variance | 2.95831 |
Mode | . | Range | 4.12513 |
Interquartile Range | 2.46169 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.463482 | Pr > |t| | 0.0405 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 4.931593 |
99% | 4.931593 |
95% | 4.931593 |
90% | 4.931593 |
75% Q3 | 4.209392 |
50% Median | 3.088070 |
25% Q1 | 1.747706 |
10% | 0.806462 |
5% | 0.806462 |
1% | 0.806462 |
0% Min | 0.806462 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.806462 | 16 | 0.806462 | 16 |
2.688950 | 14 | 2.688950 | 14 |
3.487190 | 15 | 3.487190 | 15 |
4.931593 | 17 | 4.931593 | 17 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=6 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 1.1544425 | Sum Observations | 2.308885 |
Std Deviation | 0.92793269 | Variance | 0.86105908 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 3.52653406 | Corrected SS | 0.86105908 |
Coeff Variation | 80.3792907 | Std Error Mean | 0.6561475 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.154443 | Std Deviation | 0.92793 |
Median | 1.154443 | Variance | 0.86106 |
Mode | . | Range | 1.31230 |
Interquartile Range | 1.31230 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.759425 | Pr > |t| | 0.3290 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.810590 |
99% | 1.810590 |
95% | 1.810590 |
90% | 1.810590 |
75% Q3 | 1.810590 |
50% Median | 1.154443 |
25% Q1 | 0.498295 |
10% | 0.498295 |
5% | 0.498295 |
1% | 0.498295 |
0% Min | 0.498295 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.498295 | 18 | 0.498295 | 18 |
1.810590 | 19 | 1.810590 | 19 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=6 age_group=3
Moments | |||
---|---|---|---|
N | 7 | Sum Weights | 7 |
Mean | 2.98795619 | Sum Observations | 20.9156933 |
Std Deviation | 1.81754752 | Variance | 3.303479 |
Skewness | 1.33456756 | Kurtosis | 2.16635512 |
Uncorrected SS | 82.3160494 | Corrected SS | 19.820874 |
Coeff Variation | 60.8291223 | Std Error Mean | 0.68696839 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 2.987956 | Std Deviation | 1.81755 |
Median | 3.131857 | Variance | 3.30348 |
Mode | . | Range | 5.32471 |
Interquartile Range | 1.99988 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 4.349481 | Pr > |t| | 0.0048 |
Sign | M | 3.5 | Pr >= |M| | 0.0156 |
Signed Rank | S | 14 | Pr >= |S| | 0.0156 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 6.54303 |
99% | 6.54303 |
95% | 6.54303 |
90% | 6.54303 |
75% Q3 | 3.46266 |
50% Median | 3.13186 |
25% Q1 | 1.46278 |
10% | 1.21832 |
5% | 1.21832 |
1% | 1.21832 |
0% Min | 1.21832 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.21832 | 24 | 1.80950 | 22 |
1.46278 | 25 | 3.13186 | 23 |
1.80950 | 22 | 3.28754 | 26 |
3.13186 | 23 | 3.46266 | 20 |
3.28754 | 26 | 6.54303 | 21 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=9 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 4.73336508 | Sum Observations | 18.9334603 |
Std Deviation | 4.91191201 | Variance | 24.1268796 |
Skewness | 1.60857886 | Kurtosis | 3.02507669 |
Uncorrected SS | 161.999619 | Corrected SS | 72.3806389 |
Coeff Variation | 103.772093 | Std Error Mean | 2.45595601 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 4.733365 | Std Deviation | 4.91191 |
Median | 3.227805 | Variance | 24.12688 |
Mode | . | Range | 11.25268 |
Interquartile Range | 5.66067 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.9273 | Pr > |t| | 0.1496 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 11.865267 |
99% | 11.865267 |
95% | 11.865267 |
90% | 11.865267 |
75% Q3 | 7.563700 |
50% Median | 3.227805 |
25% Q1 | 1.903030 |
10% | 0.612584 |
5% | 0.612584 |
1% | 0.612584 |
0% Min | 0.612584 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.612584 | 30 | 0.612584 | 30 |
3.193477 | 29 | 3.193477 | 29 |
3.262133 | 27 | 3.262133 | 27 |
11.865267 | 28 | 11.865267 | 28 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=9 age_group=2
Moments | |||
---|---|---|---|
N | 1 | Sum Weights | 1 |
Mean | 1.44924667 | Sum Observations | 1.44924667 |
Std Deviation | . | Variance | . |
Skewness | . | Kurtosis | . |
Uncorrected SS | 2.1003159 | Corrected SS | 0 |
Coeff Variation | . | Std Error Mean | . |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.449247 | Std Deviation | . |
Median | 1.449247 | Variance | . |
Mode | 1.449247 | Range | 0 |
Interquartile Range | 0 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | . | Pr > |t| | . |
Sign | M | 0.5 | Pr >= |M| | 1.0000 |
Signed Rank | S | 0.5 | Pr >= |S| | 1.0000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.44925 |
99% | 1.44925 |
95% | 1.44925 |
90% | 1.44925 |
75% Q3 | 1.44925 |
50% Median | 1.44925 |
25% Q1 | 1.44925 |
10% | 1.44925 |
5% | 1.44925 |
1% | 1.44925 |
0% Min | 1.44925 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.44925 | 31 | 1.44925 | 31 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% CD68 Positive Cells)
hospbin=9 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 4.25196292 | Sum Observations | 34.0157033 |
Std Deviation | 2.54826841 | Variance | 6.49367188 |
Skewness | 0.52611068 | Kurtosis | -1.8227294 |
Uncorrected SS | 190.089212 | Corrected SS | 45.4557031 |
Coeff Variation | 59.9315765 | Std Error Mean | 0.90094894 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 4.251963 | Std Deviation | 2.54827 |
Median | 3.199365 | Variance | 6.49367 |
Mode | . | Range | 6.18168 |
Interquartile Range | 4.58844 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 4.719427 | Pr > |t| | 0.0022 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 8.06031 |
99% | 8.06031 |
95% | 8.06031 |
90% | 8.06031 |
75% Q3 | 6.71373 |
50% Median | 3.19937 |
25% Q1 | 2.12529 |
10% | 1.87863 |
5% | 1.87863 |
1% | 1.87863 |
0% Min | 1.87863 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.87863 | 38 | 2.26100 | 34 |
2.04645 | 32 | 4.13773 | 36 |
2.20412 | 35 | 6.42735 | 37 |
2.26100 | 34 | 7.00010 | 39 |
4.13773 | 36 | 8.06031 | 33 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=3 age_group=1
Moments | |||
---|---|---|---|
N | 3 | Sum Weights | 3 |
Mean | 7.02596837 | Sum Observations | 21.0779051 |
Std Deviation | 7.3028645 | Variance | 53.3318299 |
Skewness | 1.72870798 | Kurtosis | . |
Uncorrected SS | 254.756354 | Corrected SS | 106.66366 |
Coeff Variation | 103.941039 | Std Error Mean | 4.21631078 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 7.025968 | Std Deviation | 7.30286 |
Median | 2.961814 | Variance | 53.33183 |
Mode | . | Range | 12.79747 |
Interquartile Range | 12.79747 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.666378 | Pr > |t| | 0.2376 |
Sign | M | 1.5 | Pr >= |M| | 0.2500 |
Signed Rank | S | 3 | Pr >= |S| | 0.2500 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 15.45678 |
99% | 15.45678 |
95% | 15.45678 |
90% | 15.45678 |
75% Q3 | 15.45678 |
50% Median | 2.96181 |
25% Q1 | 2.65931 |
10% | 2.65931 |
5% | 2.65931 |
1% | 2.65931 |
0% Min | 2.65931 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
2.65931 | 1 | 2.65931 | 1 |
2.96181 | 3 | 2.96181 | 3 |
15.45678 | 2 | 15.45678 | 2 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=3 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 1.67156 | Sum Observations | 3.34312 |
Std Deviation | 0.32220185 | Variance | 0.10381403 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 5.6920397 | Corrected SS | 0.10381403 |
Coeff Variation | 19.2755179 | Std Error Mean | 0.22783111 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.671560 | Std Deviation | 0.32220 |
Median | 1.671560 | Variance | 0.10381 |
Mode | . | Range | 0.45566 |
Interquartile Range | 0.45566 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 7.336838 | Pr > |t| | 0.0862 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.89939 |
99% | 1.89939 |
95% | 1.89939 |
90% | 1.89939 |
75% Q3 | 1.89939 |
50% Median | 1.67156 |
25% Q1 | 1.44373 |
10% | 1.44373 |
5% | 1.44373 |
1% | 1.44373 |
0% Min | 1.44373 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.44373 | 4 | 1.44373 | 4 |
1.89939 | 5 | 1.89939 | 5 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=3 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 1.49480186 | Sum Observations | 11.9584149 |
Std Deviation | 0.48035771 | Variance | 0.23074353 |
Skewness | 0.56330653 | Kurtosis | -1.2094945 |
Uncorrected SS | 19.4906655 | Corrected SS | 1.61520468 |
Coeff Variation | 32.1352093 | Std Error Mean | 0.1698321 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.494802 | Std Deviation | 0.48036 |
Median | 1.381944 | Variance | 0.23074 |
Mode | . | Range | 1.27476 |
Interquartile Range | 0.84749 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 8.801645 | Pr > |t| | <.0001 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 2.268921 |
99% | 2.268921 |
95% | 2.268921 |
90% | 2.268921 |
75% Q3 | 1.906608 |
50% Median | 1.381944 |
25% Q1 | 1.059115 |
10% | 0.994159 |
5% | 0.994159 |
1% | 0.994159 |
0% Min | 0.994159 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.994159 | 12 | 1.36390 | 7 |
1.022146 | 9 | 1.39999 | 11 |
1.096084 | 10 | 1.81273 | 13 |
1.363901 | 7 | 2.00049 | 8 |
1.399986 | 11 | 2.26892 | 6 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=6 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 4.81176822 | Sum Observations | 19.2470729 |
Std Deviation | 2.89257447 | Variance | 8.36698706 |
Skewness | 0.70986726 | Kurtosis | 1.64209269 |
Uncorrected SS | 117.713415 | Corrected SS | 25.1009612 |
Coeff Variation | 60.1145844 | Std Error Mean | 1.44628723 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 4.811768 | Std Deviation | 2.89257 |
Median | 4.459016 | Variance | 8.36699 |
Mode | . | Range | 6.99679 |
Interquartile Range | 3.74909 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.32698 | Pr > |t| | 0.0448 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 8.66291 |
99% | 8.66291 |
95% | 8.66291 |
90% | 8.66291 |
75% Q3 | 6.68631 |
50% Median | 4.45902 |
25% Q1 | 2.93722 |
10% | 1.66613 |
5% | 1.66613 |
1% | 1.66613 |
0% Min | 1.66613 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.66613 | 14 | 1.66613 | 14 |
4.20832 | 17 | 4.20832 | 17 |
4.70971 | 15 | 4.70971 | 15 |
8.66291 | 16 | 8.66291 | 16 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=6 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 1.70963311 | Sum Observations | 3.41926622 |
Std Deviation | 1.02434191 | Variance | 1.04927635 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 6.8949671 | Corrected SS | 1.04927635 |
Coeff Variation | 59.9158909 | Std Error Mean | 0.72431911 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.709633 | Std Deviation | 1.02434 |
Median | 1.709633 | Variance | 1.04928 |
Mode | . | Range | 1.44864 |
Interquartile Range | 1.44864 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.360331 | Pr > |t| | 0.2551 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 2.433952 |
99% | 2.433952 |
95% | 2.433952 |
90% | 2.433952 |
75% Q3 | 2.433952 |
50% Median | 1.709633 |
25% Q1 | 0.985314 |
10% | 0.985314 |
5% | 0.985314 |
1% | 0.985314 |
0% Min | 0.985314 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.985314 | 18 | 0.985314 | 18 |
2.433952 | 19 | 2.433952 | 19 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=6 age_group=3
Moments | |||
---|---|---|---|
N | 7 | Sum Weights | 7 |
Mean | 1.49343397 | Sum Observations | 10.4540378 |
Std Deviation | 0.84185486 | Variance | 0.7087196 |
Skewness | 1.61052152 | Kurtosis | 2.7330548 |
Uncorrected SS | 19.8647327 | Corrected SS | 4.25231762 |
Coeff Variation | 56.3704105 | Std Error Mean | 0.31819123 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.493434 | Std Deviation | 0.84185 |
Median | 1.044920 | Variance | 0.70872 |
Mode | . | Range | 2.47490 |
Interquartile Range | 0.79750 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 4.693511 | Pr > |t| | 0.0033 |
Sign | M | 3.5 | Pr >= |M| | 0.0156 |
Signed Rank | S | 14 | Pr >= |S| | 0.0156 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 3.187238 |
99% | 3.187238 |
95% | 3.187238 |
90% | 3.187238 |
75% Q3 | 1.809174 |
50% Median | 1.044920 |
25% Q1 | 1.011670 |
10% | 0.712339 |
5% | 0.712339 |
1% | 0.712339 |
0% Min | 0.712339 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.712339 | 23 | 1.03143 | 20 |
1.011670 | 21 | 1.04492 | 25 |
1.031434 | 20 | 1.65726 | 22 |
1.044920 | 25 | 1.80917 | 26 |
1.657262 | 22 | 3.18724 | 24 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=9 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 2.88266222 | Sum Observations | 11.5306489 |
Std Deviation | 1.59354811 | Variance | 2.53939558 |
Skewness | 1.83948625 | Kurtosis | 3.53172756 |
Uncorrected SS | 40.8571527 | Corrected SS | 7.61818673 |
Coeff Variation | 55.2804313 | Std Error Mean | 0.79677405 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 2.882662 | Std Deviation | 1.59355 |
Median | 2.273823 | Variance | 2.53940 |
Mode | . | Range | 3.49979 |
Interquartile Range | 1.82468 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.617917 | Pr > |t| | 0.0363 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 5.24140 |
99% | 5.24140 |
95% | 5.24140 |
90% | 5.24140 |
75% Q3 | 3.79500 |
50% Median | 2.27382 |
25% Q1 | 1.97032 |
10% | 1.74161 |
5% | 1.74161 |
1% | 1.74161 |
0% Min | 1.74161 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
1.74161 | 28 | 1.74161 | 28 |
2.19904 | 30 | 2.19904 | 30 |
2.34861 | 27 | 2.34861 | 27 |
5.24140 | 29 | 5.24140 | 29 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=9 age_group=2
Moments | |||
---|---|---|---|
N | 1 | Sum Weights | 1 |
Mean | 2.68355667 | Sum Observations | 2.68355667 |
Std Deviation | . | Variance | . |
Skewness | . | Kurtosis | . |
Uncorrected SS | 7.20147638 | Corrected SS | 0 |
Coeff Variation | . | Std Error Mean | . |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 2.683557 | Std Deviation | . |
Median | 2.683557 | Variance | . |
Mode | 2.683557 | Range | 0 |
Interquartile Range | 0 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | . | Pr > |t| | . |
Sign | M | 0.5 | Pr >= |M| | 1.0000 |
Signed Rank | S | 0.5 | Pr >= |S| | 1.0000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 2.68356 |
99% | 2.68356 |
95% | 2.68356 |
90% | 2.68356 |
75% Q3 | 2.68356 |
50% Median | 2.68356 |
25% Q1 | 2.68356 |
10% | 2.68356 |
5% | 2.68356 |
1% | 2.68356 |
0% Min | 2.68356 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
2.68356 | 31 | 2.68356 | 31 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Insulin Positive Cells)
hospbin=9 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 1.4618851 | Sum Observations | 11.6950808 |
Std Deviation | 0.54696355 | Variance | 0.29916913 |
Skewness | 0.48553215 | Kurtosis | -0.1685772 |
Uncorrected SS | 19.1910482 | Corrected SS | 2.0941839 |
Coeff Variation | 37.4149483 | Std Error Mean | 0.19338082 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.461885 | Std Deviation | 0.54696 |
Median | 1.420192 | Variance | 0.29917 |
Mode | . | Range | 1.64559 |
Interquartile Range | 0.73631 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 7.559618 | Pr > |t| | 0.0001 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 2.399489 |
99% | 2.399489 |
95% | 2.399489 |
90% | 2.399489 |
75% Q3 | 1.793482 |
50% Median | 1.420192 |
25% Q1 | 1.057175 |
10% | 0.753895 |
5% | 0.753895 |
1% | 0.753895 |
0% Min | 0.753895 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.753895 | 32 | 1.37537 | 37 |
0.872928 | 39 | 1.46501 | 36 |
1.241422 | 38 | 1.58023 | 34 |
1.375372 | 37 | 2.00673 | 33 |
1.465013 | 36 | 2.39949 | 35 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=3 age_group=1
Moments | |||
---|---|---|---|
N | 3 | Sum Weights | 3 |
Mean | 3.51324356 | Sum Observations | 10.5397307 |
Std Deviation | 5.61453813 | Variance | 31.5230384 |
Skewness | 1.73202576 | Kurtosis | . |
Uncorrected SS | 100.074718 | Corrected SS | 63.0460767 |
Coeff Variation | 159.810672 | Std Error Mean | 3.2415551 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 3.513244 | Std Deviation | 5.61454 |
Median | 0.281759 | Variance | 31.52304 |
Mode | . | Range | 9.73472 |
Interquartile Range | 9.73472 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.083814 | Pr > |t| | 0.3917 |
Sign | M | 1.5 | Pr >= |M| | 0.2500 |
Signed Rank | S | 3 | Pr >= |S| | 0.2500 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 9.996343 |
99% | 9.996343 |
95% | 9.996343 |
90% | 9.996343 |
75% Q3 | 9.996343 |
50% Median | 0.281759 |
25% Q1 | 0.261628 |
10% | 0.261628 |
5% | 0.261628 |
1% | 0.261628 |
0% Min | 0.261628 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.261628 | 1 | 0.261628 | 1 |
0.281759 | 3 | 0.281759 | 3 |
9.996343 | 2 | 9.996343 | 2 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=3 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 0.82301567 | Sum Observations | 1.64603133 |
Std Deviation | 0.80036144 | Variance | 0.64057843 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 1.99528801 | Corrected SS | 0.64057843 |
Coeff Variation | 97.2474122 | Std Error Mean | 0.565941 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.823016 | Std Deviation | 0.80036 |
Median | 0.823016 | Variance | 0.64058 |
Mode | . | Range | 1.13188 |
Interquartile Range | 1.13188 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.454243 | Pr > |t| | 0.3835 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.388957 |
99% | 1.388957 |
95% | 1.388957 |
90% | 1.388957 |
75% Q3 | 1.388957 |
50% Median | 0.823016 |
25% Q1 | 0.257075 |
10% | 0.257075 |
5% | 0.257075 |
1% | 0.257075 |
0% Min | 0.257075 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.257075 | 5 | 0.257075 | 5 |
1.388957 | 4 | 1.388957 | 4 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=3 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 0.2744512 | Sum Observations | 2.19560957 |
Std Deviation | 0.25882117 | Variance | 0.0669884 |
Skewness | 2.67260104 | Kurtosis | 7.33089927 |
Uncorrected SS | 1.07150646 | Corrected SS | 0.46891879 |
Coeff Variation | 94.3049891 | Std Error Mean | 0.0915071 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.274451 | Std Deviation | 0.25882 |
Median | 0.191474 | Variance | 0.06699 |
Mode | . | Range | 0.76832 |
Interquartile Range | 0.08979 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.999234 | Pr > |t| | 0.0200 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.905922 |
99% | 0.905922 |
95% | 0.905922 |
90% | 0.905922 |
75% Q3 | 0.237178 |
50% Median | 0.191474 |
25% Q1 | 0.147392 |
10% | 0.137599 |
5% | 0.137599 |
1% | 0.137599 |
0% Min | 0.137599 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.137599 | 11 | 0.158978 | 7 |
0.138970 | 6 | 0.223970 | 13 |
0.155815 | 10 | 0.224060 | 8 |
0.158978 | 7 | 0.250296 | 12 |
0.223970 | 13 | 0.905922 | 9 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=6 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 1.13409877 | Sum Observations | 4.53639507 |
Std Deviation | 0.29922744 | Variance | 0.08953706 |
Skewness | 1.14948692 | Kurtosis | 0.46411347 |
Uncorrected SS | 5.41333123 | Corrected SS | 0.26861118 |
Coeff Variation | 26.3846012 | Std Error Mean | 0.14961372 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.134099 | Std Deviation | 0.29923 |
Median | 1.054761 | Variance | 0.08954 |
Mode | . | Range | 0.66145 |
Interquartile Range | 0.44180 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 7.580179 | Pr > |t| | 0.0048 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.544163 |
99% | 1.544163 |
95% | 1.544163 |
90% | 1.544163 |
75% Q3 | 1.354997 |
50% Median | 1.054761 |
25% Q1 | 0.913201 |
10% | 0.882711 |
5% | 0.882711 |
1% | 0.882711 |
0% Min | 0.882711 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.882711 | 14 | 0.882711 | 14 |
0.943690 | 17 | 0.943690 | 17 |
1.165831 | 16 | 1.165831 | 16 |
1.544163 | 15 | 1.544163 | 15 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=6 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 0.2189395 | Sum Observations | 0.437879 |
Std Deviation | 0.01120694 | Variance | 0.0001256 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 0.0959946 | Corrected SS | 0.0001256 |
Coeff Variation | 5.11873617 | Std Error Mean | 0.0079245 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.218940 | Std Deviation | 0.01121 |
Median | 0.218940 | Variance | 0.0001256 |
Mode | . | Range | 0.01585 |
Interquartile Range | 0.01585 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 27.62818 | Pr > |t| | 0.0230 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.226864 |
99% | 0.226864 |
95% | 0.226864 |
90% | 0.226864 |
75% Q3 | 0.226864 |
50% Median | 0.218940 |
25% Q1 | 0.211015 |
10% | 0.211015 |
5% | 0.211015 |
1% | 0.211015 |
0% Min | 0.211015 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.211015 | 19 | 0.211015 | 19 |
0.226864 | 18 | 0.226864 | 18 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=6 age_group=3
Moments | |||
---|---|---|---|
N | 7 | Sum Weights | 7 |
Mean | 0.40792956 | Sum Observations | 2.8555069 |
Std Deviation | 0.44057846 | Variance | 0.19410938 |
Skewness | 1.99316467 | Kurtosis | 4.18852102 |
Uncorrected SS | 2.32950194 | Corrected SS | 1.16465627 |
Coeff Variation | 108.003564 | Std Error Mean | 0.16652301 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.407930 | Std Deviation | 0.44058 |
Median | 0.176769 | Variance | 0.19411 |
Mode | . | Range | 1.22975 |
Interquartile Range | 0.38146 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.449689 | Pr > |t| | 0.0498 |
Sign | M | 3.5 | Pr >= |M| | 0.0156 |
Signed Rank | S | 14 | Pr >= |S| | 0.0156 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.339322 |
99% | 1.339322 |
95% | 1.339322 |
90% | 1.339322 |
75% Q3 | 0.497986 |
50% Median | 0.176769 |
25% Q1 | 0.116526 |
10% | 0.109568 |
5% | 0.109568 |
1% | 0.109568 |
0% Min | 0.109568 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.109568 | 24 | 0.163482 | 20 |
0.116526 | 25 | 0.176769 | 23 |
0.163482 | 20 | 0.451853 | 22 |
0.176769 | 23 | 0.497986 | 26 |
0.451853 | 22 | 1.339322 | 21 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=9 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 3.62446267 | Sum Observations | 14.4978507 |
Std Deviation | 5.33721645 | Variance | 28.4858794 |
Skewness | 1.89380112 | Kurtosis | 3.64084878 |
Uncorrected SS | 138.004557 | Corrected SS | 85.4576383 |
Coeff Variation | 147.255385 | Std Error Mean | 2.66860822 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 3.624463 | Std Deviation | 5.33722 |
Median | 1.400884 | Variance | 28.48588 |
Mode | . | Range | 11.42033 |
Interquartile Range | 6.19413 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.358185 | Pr > |t| | 0.2675 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 11.558207 |
99% | 11.558207 |
95% | 11.558207 |
90% | 11.558207 |
75% Q3 | 6.721530 |
50% Median | 1.400884 |
25% Q1 | 0.527395 |
10% | 0.137875 |
5% | 0.137875 |
1% | 0.137875 |
0% Min | 0.137875 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.137875 | 27 | 0.137875 | 27 |
0.916915 | 28 | 0.916915 | 28 |
1.884853 | 30 | 1.884853 | 30 |
11.558207 | 29 | 11.558207 | 29 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=9 age_group=2
Moments | |||
---|---|---|---|
N | 1 | Sum Weights | 1 |
Mean | 0.249871 | Sum Observations | 0.249871 |
Std Deviation | . | Variance | . |
Skewness | . | Kurtosis | . |
Uncorrected SS | 0.06243552 | Corrected SS | 0 |
Coeff Variation | . | Std Error Mean | . |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.249871 | Std Deviation | . |
Median | 0.249871 | Variance | . |
Mode | 0.249871 | Range | 0 |
Interquartile Range | 0 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | . | Pr > |t| | . |
Sign | M | 0.5 | Pr >= |M| | 1.0000 |
Signed Rank | S | 0.5 | Pr >= |S| | 1.0000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.249871 |
99% | 0.249871 |
95% | 0.249871 |
90% | 0.249871 |
75% Q3 | 0.249871 |
50% Median | 0.249871 |
25% Q1 | 0.249871 |
10% | 0.249871 |
5% | 0.249871 |
1% | 0.249871 |
0% Min | 0.249871 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.249871 | 31 | 0.249871 | 31 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Ki67 Positive Cells)
hospbin=9 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 1.39609553 | Sum Observations | 11.1687643 |
Std Deviation | 1.54691886 | Variance | 2.39295796 |
Skewness | 2.26341989 | Kurtosis | 5.79574753 |
Uncorrected SS | 32.3433676 | Corrected SS | 16.7507057 |
Coeff Variation | 110.803224 | Std Error Mean | 0.54691841 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 1.396096 | Std Deviation | 1.54692 |
Median | 1.050931 | Variance | 2.39296 |
Mode | . | Range | 4.96172 |
Interquartile Range | 0.81287 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.552658 | Pr > |t| | 0.0380 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 5.0276800 |
99% | 5.0276800 |
95% | 5.0276800 |
90% | 5.0276800 |
75% Q3 | 1.3997517 |
50% Median | 1.0509310 |
25% Q1 | 0.5868772 |
10% | 0.0659646 |
5% | 0.0659646 |
1% | 0.0659646 |
0% Min | 0.0659646 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.0659646 | 34 | 1.03878 | 32 |
0.2953417 | 38 | 1.06308 | 35 |
0.8784127 | 33 | 1.20636 | 36 |
1.0387837 | 32 | 1.59314 | 37 |
1.0630783 | 35 | 5.02768 | 39 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=3 age_group=1
Moments | |||
---|---|---|---|
N | 3 | Sum Weights | 3 |
Mean | 0.39920568 | Sum Observations | 1.19761705 |
Std Deviation | 0.67756282 | Variance | 0.45909137 |
Skewness | 1.73131036 | Kurtosis | . |
Uncorrected SS | 1.39627827 | Corrected SS | 0.91818274 |
Coeff Variation | 169.727749 | Std Error Mean | 0.39119107 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.399206 | Std Deviation | 0.67756 |
Median | 0.014637 | Variance | 0.45909 |
Mode | . | Range | 1.18012 |
Interquartile Range | 1.18012 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.020488 | Pr > |t| | 0.4148 |
Sign | M | 1.5 | Pr >= |M| | 0.2500 |
Signed Rank | S | 3 | Pr >= |S| | 0.2500 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 1.18155067 |
99% | 1.18155067 |
95% | 1.18155067 |
90% | 1.18155067 |
75% Q3 | 1.18155067 |
50% Median | 0.01463737 |
25% Q1 | 0.00142901 |
10% | 0.00142901 |
5% | 0.00142901 |
1% | 0.00142901 |
0% Min | 0.00142901 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00142901 | 1 | 0.00142901 | 1 |
0.01463737 | 3 | 0.01463737 | 3 |
1.18155067 | 2 | 1.18155067 | 2 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=3 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 0.00318471 | Sum Observations | 0.00636941 |
Std Deviation | 0.00142242 | Variance | 2.02327E-6 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 0.00002231 | Corrected SS | 2.02327E-6 |
Coeff Variation | 44.6640539 | Std Error Mean | 0.0010058 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.003185 | Std Deviation | 0.00142 |
Median | 0.003185 | Variance | 2.02327E-6 |
Mode | . | Range | 0.00201 |
Interquartile Range | 0.00201 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.166335 | Pr > |t| | 0.1947 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.00419051 |
99% | 0.00419051 |
95% | 0.00419051 |
90% | 0.00419051 |
75% Q3 | 0.00419051 |
50% Median | 0.00318471 |
25% Q1 | 0.00217890 |
10% | 0.00217890 |
5% | 0.00217890 |
1% | 0.00217890 |
0% Min | 0.00217890 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00217890 | 5 | 0.00217890 | 5 |
0.00419051 | 4 | 0.00419051 | 4 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=3 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 0.00543795 | Sum Observations | 0.04350359 |
Std Deviation | 0.00730011 | Variance | 0.00005329 |
Skewness | 1.85636345 | Kurtosis | 3.46469939 |
Uncorrected SS | 0.00060961 | Corrected SS | 0.00037304 |
Coeff Variation | 134.243727 | Std Error Mean | 0.00258098 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.005438 | Std Deviation | 0.00730 |
Median | 0.001656 | Variance | 0.0000533 |
Mode | . | Range | 0.02115 |
Interquartile Range | 0.00744 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.106934 | Pr > |t| | 0.0731 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.021533567 |
99% | 0.021533567 |
95% | 0.021533567 |
90% | 0.021533567 |
75% Q3 | 0.008290982 |
50% Median | 0.001656097 |
25% Q1 | 0.000847823 |
10% | 0.000380223 |
5% | 0.000380223 |
1% | 0.000380223 |
0% Min | 0.000380223 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.000380223 | 7 | 0.00163263 | 11 |
0.000495545 | 10 | 0.00167956 | 9 |
0.001200101 | 6 | 0.00754297 | 13 |
0.001632633 | 11 | 0.00903900 | 12 |
0.001679560 | 9 | 0.02153357 | 8 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=6 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 0.02221655 | Sum Observations | 0.08886619 |
Std Deviation | 0.01377753 | Variance | 0.00018982 |
Skewness | 0.46780204 | Kurtosis | 1.15733217 |
Uncorrected SS | 0.00254376 | Corrected SS | 0.00056946 |
Coeff Variation | 62.0147385 | Std Error Mean | 0.00688877 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.022217 | Std Deviation | 0.01378 |
Median | 0.021096 | Variance | 0.0001898 |
Mode | . | Range | 0.03332 |
Interquartile Range | 0.01881 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 3.22504 | Pr > |t| | 0.0484 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.03999863 |
99% | 0.03999863 |
95% | 0.03999863 |
90% | 0.03999863 |
75% Q3 | 0.03162050 |
50% Median | 0.02109623 |
25% Q1 | 0.01281260 |
10% | 0.00667509 |
5% | 0.00667509 |
1% | 0.00667509 |
0% Min | 0.00667509 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00667509 | 14 | 0.00667509 | 14 |
0.01895010 | 17 | 0.01895010 | 17 |
0.02324237 | 15 | 0.02324237 | 15 |
0.03999863 | 16 | 0.03999863 | 16 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=6 age_group=2
Moments | |||
---|---|---|---|
N | 2 | Sum Weights | 2 |
Mean | 0.0286594 | Sum Observations | 0.0573188 |
Std Deviation | 0.02370613 | Variance | 0.00056198 |
Skewness | . | Kurtosis | . |
Uncorrected SS | 0.0022047 | Corrected SS | 0.00056198 |
Coeff Variation | 82.7167899 | Std Error Mean | 0.01676277 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.028659 | Std Deviation | 0.02371 |
Median | 0.028659 | Variance | 0.0005620 |
Mode | . | Range | 0.03353 |
Interquartile Range | 0.03353 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.709706 | Pr > |t| | 0.3369 |
Sign | M | 1 | Pr >= |M| | 0.5000 |
Signed Rank | S | 1.5 | Pr >= |S| | 0.5000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.0454222 |
99% | 0.0454222 |
95% | 0.0454222 |
90% | 0.0454222 |
75% Q3 | 0.0454222 |
50% Median | 0.0286594 |
25% Q1 | 0.0118966 |
10% | 0.0118966 |
5% | 0.0118966 |
1% | 0.0118966 |
0% Min | 0.0118966 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.0118966 | 18 | 0.0118966 | 18 |
0.0454222 | 19 | 0.0454222 | 19 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=6 age_group=3
Moments | |||
---|---|---|---|
N | 7 | Sum Weights | 7 |
Mean | 0.00463112 | Sum Observations | 0.03241785 |
Std Deviation | 0.00482119 | Variance | 0.00002324 |
Skewness | 2.09090487 | Kurtosis | 4.48332376 |
Uncorrected SS | 0.00028959 | Corrected SS | 0.00013946 |
Coeff Variation | 104.104192 | Std Error Mean | 0.00182224 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.004631 | Std Deviation | 0.00482 |
Median | 0.002531 | Variance | 0.0000232 |
Mode | . | Range | 0.01355 |
Interquartile Range | 0.00457 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.541446 | Pr > |t| | 0.0440 |
Sign | M | 3.5 | Pr >= |M| | 0.0156 |
Signed Rank | S | 14 | Pr >= |S| | 0.0156 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.01491478 |
99% | 0.01491478 |
95% | 0.01491478 |
90% | 0.01491478 |
75% Q3 | 0.00620572 |
50% Median | 0.00253109 |
25% Q1 | 0.00163843 |
10% | 0.00136837 |
5% | 0.00136837 |
1% | 0.00136837 |
0% Min | 0.00136837 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00136837 | 25 | 0.00214361 | 22 |
0.00163843 | 23 | 0.00253109 | 24 |
0.00214361 | 22 | 0.00361584 | 20 |
0.00253109 | 24 | 0.00620572 | 21 |
0.00361584 | 20 | 0.01491478 | 26 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=9 age_group=1
Moments | |||
---|---|---|---|
N | 4 | Sum Weights | 4 |
Mean | 0.06609016 | Sum Observations | 0.26436065 |
Std Deviation | 0.11519892 | Variance | 0.01327079 |
Skewness | 1.97792543 | Kurtosis | 3.92416239 |
Uncorrected SS | 0.05728401 | Corrected SS | 0.03981237 |
Coeff Variation | 174.305692 | Std Error Mean | 0.05759946 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.066090 | Std Deviation | 0.11520 |
Median | 0.012322 | Variance | 0.01327 |
Mode | . | Range | 0.23742 |
Interquartile Range | 0.12439 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 1.147409 | Pr > |t| | 0.3344 |
Sign | M | 2 | Pr >= |M| | 0.1250 |
Signed Rank | S | 5 | Pr >= |S| | 0.1250 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.23856733 |
99% | 0.23856733 |
95% | 0.23856733 |
90% | 0.23856733 |
75% Q3 | 0.12828733 |
50% Median | 0.01232233 |
25% Q1 | 0.00389299 |
10% | 0.00114866 |
5% | 0.00114866 |
1% | 0.00114866 |
0% Min | 0.00114866 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00114866 | 27 | 0.00114866 | 27 |
0.00663733 | 30 | 0.00663733 | 30 |
0.01800733 | 28 | 0.01800733 | 28 |
0.23856733 | 29 | 0.23856733 | 29 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=9 age_group=2
Moments | |||
---|---|---|---|
N | 1 | Sum Weights | 1 |
Mean | 0.00277371 | Sum Observations | 0.00277371 |
Std Deviation | . | Variance | . |
Skewness | . | Kurtosis | . |
Uncorrected SS | 7.69345E-6 | Corrected SS | 0 |
Coeff Variation | . | Std Error Mean | . |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.002774 | Std Deviation | . |
Median | 0.002774 | Variance | . |
Mode | 0.002774 | Range | 0 |
Interquartile Range | 0 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | . | Pr > |t| | . |
Sign | M | 0.5 | Pr >= |M| | 1.0000 |
Signed Rank | S | 0.5 | Pr >= |S| | 1.0000 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.00277371 |
99% | 0.00277371 |
95% | 0.00277371 |
90% | 0.00277371 |
75% Q3 | 0.00277371 |
50% Median | 0.00277371 |
25% Q1 | 0.00277371 |
10% | 0.00277371 |
5% | 0.00277371 |
1% | 0.00277371 |
0% Min | 0.00277371 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.00277371 | 31 | 0.00277371 | 31 |
The UNIVARIATE Procedure
Variable: mean_pancreas (% Dual Positive Cells)
hospbin=9 age_group=3
Moments | |||
---|---|---|---|
N | 8 | Sum Weights | 8 |
Mean | 0.00844121 | Sum Observations | 0.06752969 |
Std Deviation | 0.00860456 | Variance | 0.00007404 |
Skewness | 1.00206165 | Kurtosis | -0.2898604 |
Uncorrected SS | 0.0010883 | Corrected SS | 0.00051827 |
Coeff Variation | 101.935095 | Std Error Mean | 0.00304217 |
Basic Statistical Measures | |||
---|---|---|---|
Location | Variability | ||
Mean | 0.008441 | Std Deviation | 0.00860 |
Median | 0.004063 | Variance | 0.0000740 |
Mode | . | Range | 0.02376 |
Interquartile Range | 0.01282 |
Tests for Location: Mu0=0 | ||||
---|---|---|---|---|
Test | Statistic | p Value | ||
Student's t | t | 2.774733 | Pr > |t| | 0.0275 |
Sign | M | 4 | Pr >= |M| | 0.0078 |
Signed Rank | S | 18 | Pr >= |S| | 0.0078 |
Quantiles (Definition 5) | |
---|---|
Level | Quantile |
100% Max | 0.024161200 |
99% | 0.024161200 |
95% | 0.024161200 |
90% | 0.024161200 |
75% Q3 | 0.015118298 |
50% Median | 0.004062707 |
25% Q1 | 0.002300953 |
10% | 0.000404572 |
5% | 0.000404572 |
1% | 0.000404572 |
0% Min | 0.000404572 |
Extreme Observations | |||
---|---|---|---|
Lowest | Highest | ||
Value | Obs | Value | Obs |
0.000404572 | 32 | 0.00387639 | 34 |
0.001499636 | 38 | 0.00424903 | 33 |
0.003102270 | 37 | 0.01404723 | 36 |
0.003876387 | 34 | 0.01618937 | 39 |
0.004249027 | 33 | 0.02416120 | 35 |
Obs | hospbin | age_group | mean_pancreas_group | dataset |
---|---|---|---|---|
1 | 3 | 1 | 3.72530 | CD45 |
2 | 3 | 2 | 6.05577 | CD45 |
3 | 3 | 3 | 3.76406 | CD45 |
4 | 6 | 1 | 4.64097 | CD45 |
5 | 6 | 2 | 1.87041 | CD45 |
6 | 6 | 3 | 6.01346 | CD45 |
7 | 9 | 1 | 5.06362 | CD45 |
8 | 9 | 2 | 3.60926 | CD45 |
9 | 9 | 3 | 6.47411 | CD45 |
10 | 3 | 1 | 1.71938 | CD68 |
11 | 3 | 2 | 4.50595 | CD68 |
12 | 3 | 3 | 1.53061 | CD68 |
13 | 6 | 1 | 2.97855 | CD68 |
14 | 6 | 2 | 1.15444 | CD68 |
15 | 6 | 3 | 2.98796 | CD68 |
16 | 9 | 1 | 4.73337 | CD68 |
17 | 9 | 2 | 1.44925 | CD68 |
18 | 9 | 3 | 4.25196 | CD68 |
19 | 3 | 1 | 7.02597 | Insulin(I) |
20 | 3 | 2 | 1.67156 | Insulin(I) |
21 | 3 | 3 | 1.49480 | Insulin(I) |
22 | 6 | 1 | 4.81177 | Insulin(I) |
23 | 6 | 2 | 1.70963 | Insulin(I) |
24 | 6 | 3 | 1.49343 | Insulin(I) |
25 | 9 | 1 | 2.88266 | Insulin(I) |
26 | 9 | 2 | 2.68356 | Insulin(I) |
27 | 9 | 3 | 1.46189 | Insulin(I) |
28 | 3 | 1 | 3.51324 | Ki67 |
29 | 3 | 2 | 0.82302 | Ki67 |
30 | 3 | 3 | 0.27445 | Ki67 |
31 | 6 | 1 | 1.13410 | Ki67 |
32 | 6 | 2 | 0.21894 | Ki67 |
33 | 6 | 3 | 0.40793 | Ki67 |
34 | 9 | 1 | 3.62446 | Ki67 |
35 | 9 | 2 | 0.24987 | Ki67 |
36 | 9 | 3 | 1.39610 | Ki67 |
37 | 3 | 1 | 0.39921 | Ki67+I |
38 | 3 | 2 | 0.00318 | Ki67+I |
39 | 3 | 3 | 0.00544 | Ki67+I |
40 | 6 | 1 | 0.02222 | Ki67+I |
41 | 6 | 2 | 0.02866 | Ki67+I |
42 | 6 | 3 | 0.00463 | Ki67+I |
43 | 9 | 1 | 0.06609 | Ki67+I |
44 | 9 | 2 | 0.00277 | Ki67+I |
45 | 9 | 3 | 0.00844 | Ki67+I |
Reviewer asked about the differences between insulin and CD45 and asked for a comparison; thus the analysis below. However, the results were not included in the manuscript. Since none of these CD45+ cells were observed to be in direct proximity to insulin positive cells, this comparison is difficult to interpret without additional data to determine if these CD45+ cells are resident or trafficking cells.
/*to prepare the data for visualization and analysis*/
DATA cd45_temp (keep = case sample_type2 Positive_cells_percentage stain);
set cd45;
Stain="CD45 ";
rename percent_cd45=Positive_cells_percentage;
run;
DATA insulin_temp (keep = case sample_type2 Positive_cells_percentage stain);
set cd45;
Stain="Insulin";
rename percent_insulin=Positive_cells_percentage;
run;
DATA cd45_insulin;
set cd45_temp insulin_temp;
Rename sample_type2=Region;
run;
PROC export data=cd45_insulin
outfile="cd45_insulin.csv"
dbms=csv
replace;
run;
/*to obtain all LSmeans and SE values, perform individual comparisons, retrieve differences and assoc. confidence intervals*/
PROC mixed data=cd45_insulin;
class case stain region;
model positive_cells_percentage=stain|region;
repeated stain/subject=case(region) type=un;
lsmeans region|stain / adjust=tukey cl pdiff alpha=0.05;
run;
The Mixed Procedure
Model Information | |
---|---|
Data Set | WORK.CD45_INSULIN |
Dependent Variable | Positive_cells_percentage |
Covariance Structure | Unstructured |
Subject Effect | Case(Region) |
Estimation Method | REML |
Residual Variance Method | None |
Fixed Effects SE Method | Model-Based |
Degrees of Freedom Method | Between-Within |
Class Level Information | ||
---|---|---|
Class | Levels | Values |
Case | 39 | 6003 6005 6007 6008 6011 6019 6047 6048 6057 6060 6073 6099 6104 6106 6115 6117 6126 6129 6131 6134 6140 6144 6162 6165 6172 6174 6178 6179 6187 6200 6219 6229 6230 6235 6250 6251 6254 6278 6279 |
Stain | 2 | CD45 Insulin |
Region | 3 | A B C |
Dimensions | |
---|---|
Covariance Parameters | 3 |
Columns in X | 12 |
Columns in Z | 0 |
Subjects | 117 |
Max Obs per Subject | 2 |
Number of Observations | |
---|---|
Number of Observations Read | 234 |
Number of Observations Used | 234 |
Number of Observations Not Used | 0 |
Iteration History | |||
---|---|---|---|
Iteration | Evaluations | -2 Res Log Like | Criterion |
0 | 1 | 1232.73169244 | |
1 | 1 | 1231.36667260 | 0.00000000 |
Convergence criteria met. |
Covariance Parameter Estimates | ||
---|---|---|
Cov Parm | Subject | Estimate |
UN(1,1) | Case(Region) | 13.1441 |
UN(2,1) | Case(Region) | -0.01656 |
UN(2,2) | Case(Region) | 10.5584 |
Fit Statistics | |
---|---|
-2 Res Log Likelihood | 1231.4 |
AIC (Smaller is Better) | 1237.4 |
AICC (Smaller is Better) | 1237.5 |
BIC (Smaller is Better) | 1245.7 |
Null Model Likelihood Ratio Test | ||
---|---|---|
DF | Chi-Square | Pr > ChiSq |
2 | 1.37 | 0.5053 |
Type 3 Tests of Fixed Effects | ||||
---|---|---|---|---|
Effect | Num DF | Den DF | F Value | Pr > F |
Stain | 1 | 114 | 24.52 | <.0001 |
Region | 2 | 114 | 1.51 | 0.2246 |
Stain*Region | 2 | 114 | 0.23 | 0.7943 |
Least Squares Means | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Effect | Stain | Region | Estimate | Standard Error |
DF | t Value | Pr > |t| | Alpha | Lower | Upper |
Region | A | 3.5015 | 0.3895 | 114 | 8.99 | <.0001 | 0.05 | 2.7299 | 4.2732 | |
Region | B | 3.6415 | 0.3895 | 114 | 9.35 | <.0001 | 0.05 | 2.8698 | 4.4131 | |
Region | C | 4.3925 | 0.3895 | 114 | 11.28 | <.0001 | 0.05 | 3.6209 | 5.1642 | |
Stain | CD45 | 4.9604 | 0.3352 | 114 | 14.80 | <.0001 | 0.05 | 4.2964 | 5.6244 | |
Stain | Insulin | 2.7300 | 0.3004 | 114 | 9.09 | <.0001 | 0.05 | 2.1349 | 3.3251 | |
Stain*Region | CD45 | A | 4.4040 | 0.5805 | 114 | 7.59 | <.0001 | 0.05 | 3.2540 | 5.5541 |
Stain*Region | CD45 | B | 4.8286 | 0.5805 | 114 | 8.32 | <.0001 | 0.05 | 3.6786 | 5.9786 |
Stain*Region | CD45 | C | 5.6485 | 0.5805 | 114 | 9.73 | <.0001 | 0.05 | 4.4985 | 6.7986 |
Stain*Region | Insulin | A | 2.5990 | 0.5203 | 114 | 5.00 | <.0001 | 0.05 | 1.5683 | 3.6297 |
Stain*Region | Insulin | B | 2.4544 | 0.5203 | 114 | 4.72 | <.0001 | 0.05 | 1.4236 | 3.4851 |
Stain*Region | Insulin | C | 3.1365 | 0.5203 | 114 | 6.03 | <.0001 | 0.05 | 2.1058 | 4.1673 |
Differences of Least Squares Means | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Effect | Stain | Region | _Stain | _Region | Estimate | Standard Error |
DF | t Value | Pr > |t| | Adjustment | Adj P | Alpha | Lower | Upper | Adj Lower | Adj Upper |
Region | A | B | -0.1400 | 0.5509 | 114 | -0.25 | 0.7999 | Tukey | 0.9651 | 0.05 | -1.2312 | 0.9513 | -1.4481 | 1.1682 | ||
Region | A | C | -0.8910 | 0.5509 | 114 | -1.62 | 0.1085 | Tukey | 0.2424 | 0.05 | -1.9823 | 0.2003 | -2.1992 | 0.4171 | ||
Region | B | C | -0.7511 | 0.5509 | 114 | -1.36 | 0.1754 | Tukey | 0.3635 | 0.05 | -1.8423 | 0.3402 | -2.0592 | 0.5571 | ||
Stain | CD45 | Insulin | 2.2304 | 0.4504 | 114 | 4.95 | <.0001 | Tukey-Kramer | <.0001 | 0.05 | 1.3382 | 3.1227 | 1.3382 | 3.1227 | ||
Stain*Region | CD45 | A | CD45 | B | -0.4246 | 0.8210 | 114 | -0.52 | 0.6061 | Tukey-Kramer | 0.9954 | 0.05 | -2.0510 | 1.2019 | -2.8045 | 1.9554 |
Stain*Region | CD45 | A | CD45 | C | -1.2445 | 0.8210 | 114 | -1.52 | 0.1323 | Tukey-Kramer | 0.6549 | 0.05 | -2.8709 | 0.3819 | -3.6244 | 1.1354 |
Stain*Region | CD45 | A | Insulin | A | 1.8050 | 0.7801 | 114 | 2.31 | 0.0225 | Tukey-Kramer | 0.1971 | 0.05 | 0.2596 | 3.3505 | -0.4564 | 4.0665 |
Stain*Region | CD45 | A | Insulin | B | 1.9497 | 0.7796 | 114 | 2.50 | 0.0138 | Tukey-Kramer | 0.1325 | 0.05 | 0.4053 | 3.4940 | -0.3102 | 4.2095 |
Stain*Region | CD45 | A | Insulin | C | 1.2675 | 0.7796 | 114 | 1.63 | 0.1067 | Tukey-Kramer | 0.5833 | 0.05 | -0.2768 | 2.8119 | -0.9923 | 3.5274 |
Stain*Region | CD45 | B | CD45 | C | -0.8200 | 0.8210 | 114 | -1.00 | 0.3200 | Tukey-Kramer | 0.9175 | 0.05 | -2.4464 | 0.8065 | -3.1999 | 1.5600 |
Stain*Region | CD45 | B | Insulin | A | 2.2296 | 0.7796 | 114 | 2.86 | 0.0050 | Tukey-Kramer | 0.0554 | 0.05 | 0.6852 | 3.7739 | -0.03026 | 4.4894 |
Stain*Region | CD45 | B | Insulin | B | 2.3742 | 0.7801 | 114 | 3.04 | 0.0029 | Tukey-Kramer | 0.0337 | 0.05 | 0.8288 | 3.9197 | 0.1128 | 4.6357 |
Stain*Region | CD45 | B | Insulin | C | 1.6921 | 0.7796 | 114 | 2.17 | 0.0320 | Tukey-Kramer | 0.2597 | 0.05 | 0.1477 | 3.2364 | -0.5678 | 3.9519 |
Stain*Region | CD45 | C | Insulin | A | 3.0495 | 0.7796 | 114 | 3.91 | 0.0002 | Tukey-Kramer | 0.0021 | 0.05 | 1.5052 | 4.5939 | 0.7897 | 5.3094 |
Stain*Region | CD45 | C | Insulin | B | 3.1942 | 0.7796 | 114 | 4.10 | <.0001 | Tukey-Kramer | 0.0011 | 0.05 | 1.6498 | 4.7385 | 0.9343 | 5.4540 |
Stain*Region | CD45 | C | Insulin | C | 2.5120 | 0.7801 | 114 | 3.22 | 0.0017 | Tukey-Kramer | 0.0202 | 0.05 | 0.9666 | 4.0575 | 0.2506 | 4.7735 |
Stain*Region | Insulin | A | Insulin | B | 0.1447 | 0.7358 | 114 | 0.20 | 0.8445 | Tukey-Kramer | 1.0000 | 0.05 | -1.3130 | 1.6023 | -1.9884 | 2.2777 |
Stain*Region | Insulin | A | Insulin | C | -0.5375 | 0.7358 | 114 | -0.73 | 0.4666 | Tukey-Kramer | 0.9778 | 0.05 | -1.9952 | 0.9202 | -2.6705 | 1.5955 |
Stain*Region | Insulin | B | Insulin | C | -0.6822 | 0.7358 | 114 | -0.93 | 0.3559 | Tukey-Kramer | 0.9388 | 0.05 | -2.1399 | 0.7755 | -2.8152 | 1.4509 |