std()
computes a z-transformation (standardized and centered)
on the input. center()
centers the input. std_if()
and
center_if()
are scoped variants of std()
and center()
,
where transformation will be applied only to those variables that match the
logical condition of predicate
.
std(x, ..., robust = c("sd", "2sd", "gmd", "mad"), include.fac = FALSE, append = TRUE, suffix = "_z") std_if(x, predicate, robust = c("sd", "2sd", "gmd", "mad"), include.fac = FALSE, append = TRUE, suffix = "_z") center(x, ..., include.fac = FALSE, append = TRUE, suffix = "_c") center_if(x, predicate, include.fac = FALSE, append = TRUE, suffix = "_c")
x | A vector or data frame. |
---|---|
... | Optional, unquoted names of variables that should be selected for
further processing. Required, if |
robust | Character vector, indicating the method applied when
standardizing variables with |
include.fac | Logical, if |
append | Logical, if |
suffix | String value, will be appended to variable (column) names of
|
predicate | A predicate function to be applied to the columns. The
variables for which |
If x
is a vector, returns a vector with standardized or
centered variables. If x
is a data frame, for append = TRUE
,
x
including the transformed variables as new columns is returned;
if append = FALSE
, only the transformed variables will be returned.
std()
and center()
also work on grouped data frames
(see group_by
). In this case, standardization
or centering is applied to the subsets of variables in x
.
See 'Examples'.
For more complicated models with many predictors, Gelman and Hill (2007)
suggest leaving binary inputs as is and only standardize continuous predictors
by dividing by two standard deviations. This ensures a rough comparability
in the coefficients.
std()
and center()
only return a vector, if x
is
a vector. If x
is a data frame and only one variable is specified
in the ...
-ellipses argument, both functions do return a
data frame (see 'Examples').
Gelman A (2008) Scaling regression inputs by dividing by two
standard deviations. Statistics in Medicine 27: 2865–2873.
http://www.stat.columbia.edu/~gelman/research/published/standardizing7.pdf
Gelman A, Hill J (2007) Data Analysis Using Regression and Multilevel/Hierarchical
Models. Cambdridge, Cambdrige University Press: 55-57
data(efc) std(efc$c160age) %>% head()#> [1] 0.19002509 0.04023278 1.98753275 1.16367507 -0.48404028 0.19002509std(efc, e17age, c160age, append = FALSE) %>% head()#> e17age_z c160age_z #> 1 0.4791992 0.19002509 #> 2 1.0969170 0.04023278 #> 3 0.3556557 1.98753275 #> 4 -1.4974976 1.16367507 #> 5 0.6027428 -0.48404028 #> 6 0.7262864 0.19002509center(efc$c160age) %>% head()#> [1] 2.5371809 0.5371809 26.5371809 15.5371809 -6.4628191 2.5371809center(efc, e17age, c160age, append = FALSE) %>% head()#> e17age_c c160age_c #> 1 3.878788 2.5371809 #> 2 8.878788 0.5371809 #> 3 2.878788 26.5371809 #> 4 -12.121212 15.5371809 #> 5 4.878788 -6.4628191 #> 6 5.878788 2.5371809# NOTE! std(efc$e17age) # returns a vector#> [1] 0.47919925 1.09691703 0.35565569 -1.49749765 0.60274280 0.72628636 #> [7] -0.63269276 0.97337347 -0.01497498 0.47919925 -1.37395409 2.20880903 #> [13] 0.10856858 -0.50914920 0.35565569 1.22046058 0.10856858 -0.87977987 #> [19] 1.83817836 -0.01497498 1.22046058 -1.49749765 1.83817836 0.47919925 #> [25] 0.72628636 0.10856858 1.09691703 -0.38560564 0.60274280 1.96172192 #> [31] 1.09691703 0.97337347 1.22046058 0.10856858 -0.50914920 0.35565569 #> [37] -1.25041054 1.46754769 0.84982991 0.84982991 0.60274280 -1.25041054 #> [43] -1.49749765 -1.49749765 -1.62104120 -0.01497498 -0.87977987 -1.74458476 #> [49] -0.50914920 0.97337347 -1.37395409 -0.50914920 -1.74458476 -1.49749765 #> [55] 0.23211214 0.47919925 NA 0.35565569 -0.01497498 -0.87977987 #> [61] 0.97337347 0.72628636 1.09691703 -0.63269276 0.97337347 1.09691703 #> [67] -0.38560564 0.23211214 0.10856858 -1.37395409 0.35565569 NA #> [73] 1.46754769 -1.62104120 1.22046058 -0.01497498 -1.25041054 1.59109125 #> [79] -0.50914920 -0.38560564 -0.26206209 NA -0.38560564 -0.38560564 #> [85] -0.01497498 -0.26206209 -1.49749765 -1.62104120 -0.13851853 0.60274280 #> [91] -0.01497498 -0.26206209 -1.62104120 1.83817836 -1.74458476 1.34400414 #> [97] -1.62104120 1.34400414 0.72628636 -0.26206209 -0.38560564 -1.62104120 #> [103] -0.38560564 0.10856858 1.22046058 -1.25041054 -0.50914920 -0.50914920 #> [109] 0.10856858 0.10856858 -0.63269276 0.35565569 1.46754769 0.10856858 #> [115] -0.63269276 1.34400414 0.47919925 0.35565569 -0.75623631 0.60274280 #> [121] 1.34400414 -1.74458476 0.60274280 -0.87977987 1.96172192 -1.49749765 #> [127] 0.23211214 1.59109125 0.47919925 -0.63269276 1.46754769 -0.13851853 #> [133] 0.23211214 -0.38560564 1.71463481 2.20880903 1.71463481 0.23211214 #> [139] -0.50914920 0.60274280 -0.13851853 0.60274280 0.97337347 0.47919925 #> [145] 1.83817836 0.72628636 -1.12686698 -1.25041054 -0.38560564 0.47919925 #> [151] 1.46754769 1.34400414 0.97337347 1.46754769 -0.87977987 -0.75623631 #> [157] -0.01497498 0.60274280 0.35565569 -1.74458476 -0.13851853 1.83817836 #> [163] 1.46754769 NA 0.10856858 -1.12686698 0.60274280 0.35565569 #> [169] -0.38560564 -0.26206209 -1.62104120 1.34400414 -0.38560564 -1.25041054 #> [175] 1.09691703 -1.00332342 1.71463481 2.20880903 0.60274280 -0.01497498 #> [181] 1.46754769 0.60274280 -0.50914920 0.23211214 -0.26206209 -0.50914920 #> [187] -0.63269276 1.59109125 -0.01497498 -0.63269276 -0.38560564 NA #> [193] 0.60274280 -1.74458476 0.72628636 -0.50914920 1.34400414 0.47919925 #> [199] 0.97337347 0.84982991 1.71463481 1.59109125 1.59109125 0.60274280 #> [205] 0.47919925 0.35565569 0.97337347 1.22046058 1.46754769 0.60274280 #> [211] 1.71463481 0.72628636 -0.01497498 0.60274280 -1.74458476 1.22046058 #> [217] 0.60274280 0.23211214 -0.26206209 -1.74458476 1.71463481 2.08526547 #> [223] 1.34400414 0.84982991 1.09691703 -0.01497498 1.46754769 0.60274280 #> [229] -1.00332342 -1.49749765 0.97337347 0.60274280 0.97337347 0.60274280 #> [235] 0.84982991 0.47919925 -1.25041054 -0.50914920 -0.01497498 -0.38560564 #> [241] -0.38560564 0.35565569 1.09691703 1.34400414 0.97337347 -0.38560564 #> [247] -0.38560564 0.84982991 0.47919925 1.22046058 0.35565569 -0.01497498 #> [253] -1.49749765 -0.75623631 1.22046058 1.96172192 -1.74458476 1.22046058 #> [259] 0.47919925 0.84982991 0.35565569 1.71463481 1.34400414 -0.01497498 #> [265] 2.20880903 -0.13851853 -0.63269276 0.84982991 1.09691703 -0.26206209 #> [271] -0.38560564 -0.63269276 -0.38560564 -1.00332342 -0.63269276 0.35565569 #> [277] 0.35565569 -0.63269276 -0.75623631 -1.49749765 -1.12686698 -1.12686698 #> [283] -1.12686698 -1.49749765 0.10856858 -1.25041054 1.22046058 0.47919925 #> [289] 0.47919925 -1.49749765 0.60274280 1.34400414 0.10856858 0.23211214 #> [295] 0.97337347 -0.75623631 -1.00332342 0.10856858 -1.25041054 -0.75623631 #> [301] 1.09691703 -0.75623631 -0.13851853 0.84982991 -0.50914920 1.22046058 #> [307] 0.47919925 -0.13851853 -1.25041054 -1.12686698 0.84982991 -1.49749765 #> [313] -0.63269276 0.97337347 -1.62104120 -1.37395409 -0.87977987 0.10856858 #> [319] 1.22046058 0.60274280 1.71463481 0.84982991 0.60274280 0.84982991 #> [325] 0.47919925 0.84982991 1.09691703 -0.50914920 -0.38560564 NA #> [331] 0.23211214 -0.13851853 0.47919925 1.83817836 0.60274280 -1.00332342 #> [337] 0.84982991 1.22046058 1.71463481 -0.50914920 -0.75623631 -1.12686698 #> [343] -0.50914920 NA -0.50914920 2.95007036 -1.12686698 0.60274280 #> [349] -0.13851853 0.72628636 0.23211214 1.34400414 -0.38560564 -0.50914920 #> [355] -0.63269276 -0.50914920 1.22046058 -0.75623631 -0.01497498 0.47919925 #> [361] 1.46754769 0.23211214 -0.26206209 -1.74458476 -0.75623631 -0.75623631 #> [367] -1.25041054 -0.01497498 0.35565569 -0.38560564 0.60274280 0.84982991 #> [373] 1.09691703 -0.38560564 1.83817836 -0.13851853 -1.49749765 0.23211214 #> [379] -1.25041054 -0.26206209 -0.75623631 -1.12686698 0.35565569 1.71463481 #> [385] 0.23211214 -1.12686698 -0.13851853 0.60274280 0.47919925 0.35565569 #> [391] 0.72628636 0.47919925 -1.37395409 -1.12686698 -0.38560564 -0.75623631 #> [397] -0.38560564 0.10856858 -1.49749765 -0.26206209 -0.01497498 -0.87977987 #> [403] 1.34400414 1.34400414 -1.62104120 0.10856858 0.23211214 0.72628636 #> [409] 0.47919925 0.72628636 0.60274280 -1.74458476 -1.00332342 -1.37395409 #> [415] -1.74458476 -0.75623631 -1.37395409 -1.49749765 -0.75623631 0.60274280 #> [421] 2.33235258 -0.13851853 0.35565569 1.22046058 0.60274280 -1.12686698 #> [427] -0.13851853 0.35565569 1.83817836 1.22046058 -0.75623631 0.10856858 #> [433] 0.60274280 -0.13851853 0.47919925 -0.26206209 0.35565569 0.23211214 #> [439] -0.87977987 1.09691703 0.10856858 -0.01497498 -1.62104120 0.84982991 #> [445] 0.72628636 -0.01497498 0.60274280 NA 0.97337347 -1.00332342 #> [451] -1.00332342 -0.38560564 0.10856858 0.23211214 1.34400414 0.35565569 #> [457] -0.26206209 1.96172192 0.84982991 0.35565569 1.34400414 -0.01497498 #> [463] 1.96172192 0.97337347 -0.13851853 0.47919925 -0.50914920 0.10856858 #> [469] -0.87977987 -0.38560564 0.60274280 -1.62104120 -0.26206209 0.60274280 #> [475] -1.37395409 -0.13851853 -1.74458476 -0.87977987 -1.49749765 -0.13851853 #> [481] -1.49749765 0.35565569 -0.50914920 0.35565569 -0.01497498 -0.38560564 #> [487] 1.22046058 1.59109125 -1.62104120 1.22046058 -0.01497498 -0.75623631 #> [493] 1.22046058 -0.01497498 NA 0.23211214 0.60274280 -0.26206209 #> [499] -0.75623631 -0.01497498 -0.75623631 0.10856858 -0.75623631 1.09691703 #> [505] 0.35565569 1.71463481 -1.12686698 -1.25041054 -1.12686698 0.84982991 #> [511] -0.50914920 0.23211214 -1.74458476 0.84982991 1.46754769 -0.87977987 #> [517] 0.97337347 -0.26206209 -1.74458476 0.23211214 -0.87977987 1.71463481 #> [523] -1.74458476 -0.26206209 -0.26206209 -0.38560564 0.72628636 -0.01497498 #> [529] 0.35565569 0.47919925 0.84982991 -1.00332342 -0.50914920 0.47919925 #> [535] -0.13851853 -0.63269276 1.09691703 0.84982991 0.35565569 1.22046058 #> [541] 1.46754769 1.34400414 -0.26206209 -1.74458476 -1.25041054 -1.37395409 #> [547] -1.12686698 0.35565569 -0.26206209 0.35565569 -1.25041054 0.23211214 #> [553] 0.84982991 0.72628636 -1.49749765 -1.12686698 -0.13851853 0.47919925 #> [559] 0.23211214 -0.63269276 -0.13851853 0.47919925 -1.25041054 2.20880903 #> [565] -1.12686698 1.59109125 1.46754769 -1.74458476 NA 1.83817836 #> [571] -1.25041054 -0.13851853 0.97337347 0.35565569 0.60274280 -0.01497498 #> [577] 0.72628636 -1.74458476 -0.38560564 -1.74458476 -0.13851853 1.46754769 #> [583] 1.09691703 0.47919925 -0.75623631 -0.01497498 0.84982991 0.35565569 #> [589] -0.50914920 -1.62104120 1.71463481 0.84982991 0.84982991 -1.25041054 #> [595] -1.62104120 0.47919925 -1.74458476 -1.00332342 0.47919925 1.59109125 #> [601] 0.47919925 1.96172192 -0.38560564 0.23211214 -0.01497498 0.97337347 #> [607] -0.63269276 -1.12686698 0.10856858 -0.50914920 -1.37395409 -1.25041054 #> [613] -1.37395409 -1.12686698 1.22046058 NA 0.47919925 -1.12686698 #> [619] 0.35565569 0.60274280 0.35565569 0.10856858 0.84982991 -1.25041054 #> [625] 0.97337347 -1.00332342 -1.62104120 0.72628636 0.72628636 1.96172192 #> [631] -0.38560564 -1.25041054 -1.37395409 0.35565569 1.59109125 -1.62104120 #> [637] -0.63269276 -0.50914920 1.34400414 -0.87977987 1.59109125 -1.12686698 #> [643] -0.01497498 -0.01497498 -1.25041054 -1.12686698 0.35565569 -0.01497498 #> [649] -0.87977987 -0.38560564 -1.74458476 1.59109125 -1.12686698 1.22046058 #> [655] -0.87977987 -0.50914920 -0.75623631 0.35565569 0.10856858 0.35565569 #> [661] 0.35565569 -1.00332342 -0.26206209 -0.75623631 0.10856858 -1.00332342 #> [667] -1.74458476 0.47919925 -1.49749765 -1.37395409 -1.00332342 -0.26206209 #> [673] -0.87977987 -1.37395409 -0.26206209 -1.12686698 0.60274280 1.22046058 #> [679] -1.37395409 1.22046058 -1.37395409 -0.87977987 -0.13851853 0.60274280 #> [685] 1.59109125 -1.37395409 -1.62104120 -1.00332342 -1.74458476 0.23211214 #> [691] 0.35565569 -0.50914920 0.10856858 -1.12686698 1.46754769 1.83817836 #> [697] -1.62104120 0.97337347 0.84982991 0.47919925 -0.75623631 -1.12686698 #> [703] -0.75623631 0.47919925 -0.38560564 1.34400414 -0.87977987 -0.13851853 #> [709] -1.00332342 -0.87977987 0.84982991 -1.12686698 -1.49749765 -1.74458476 #> [715] -0.63269276 -0.38560564 -0.01497498 -1.62104120 -0.75623631 1.34400414 #> [721] -1.37395409 -1.49749765 0.84982991 -0.01497498 -0.50914920 0.72628636 #> [727] -0.26206209 -0.01497498 1.71463481 0.10856858 -0.26206209 0.23211214 #> [733] 0.10856858 0.84982991 -1.49749765 1.46754769 -0.87977987 0.35565569 #> [739] 1.83817836 1.22046058 0.47919925 -0.50914920 1.22046058 0.10856858 #> [745] 0.60274280 -0.26206209 -0.50914920 -0.01497498 0.72628636 0.97337347 #> [751] 0.35565569 1.34400414 0.47919925 0.72628636 0.10856858 -1.62104120 #> [757] -0.01497498 1.46754769 1.22046058 -1.25041054 -0.75623631 0.47919925 #> [763] -0.01497498 0.72628636 0.23211214 0.72628636 -1.62104120 -0.63269276 #> [769] -0.75623631 -0.38560564 0.47919925 -0.13851853 1.09691703 1.22046058 #> [775] 0.60274280 -0.75623631 1.59109125 -1.74458476 -1.25041054 -0.26206209 #> [781] -0.01497498 -0.75623631 -1.37395409 -1.25041054 0.10856858 0.23211214 #> [787] -1.49749765 -0.63269276 1.09691703 -1.12686698 -0.75623631 -1.49749765 #> [793] -0.63269276 0.97337347 1.46754769 -0.38560564 0.97337347 -0.87977987 #> [799] -0.26206209 1.22046058 0.60274280 -0.13851853 0.23211214 -0.63269276 #> [805] 0.10856858 -0.26206209 -0.01497498 1.22046058 1.34400414 0.97337347 #> [811] 0.23211214 0.35565569 -1.00332342 -0.50914920 -1.25041054 -0.26206209 #> [817] 0.23211214 0.97337347 -0.75623631 -1.74458476 -1.37395409 -0.87977987 #> [823] -1.12686698 -1.37395409 -1.12686698 -1.37395409 -1.25041054 -0.13851853 #> [829] -0.63269276 -1.37395409 0.84982991 -0.01497498 -0.50914920 0.72628636 #> [835] -1.00332342 -0.63269276 -0.63269276 0.84982991 -1.62104120 -1.12686698 #> [841] 0.84982991 0.72628636 0.35565569 -0.01497498 -1.25041054 -1.49749765 #> [847] 1.83817836 -0.50914920 -0.01497498 -0.13851853 -1.62104120 -1.74458476 #> [853] 1.09691703 -0.13851853 0.47919925 0.97337347 2.45589614 -1.62104120 #> [859] 1.22046058 -1.00332342 0.35565569 -1.25041054 0.23211214 0.60274280 #> [865] 1.34400414 0.10856858 -0.01497498 -1.49749765 -1.00332342 -0.50914920 #> [871] -1.37395409 -0.50914920 -0.75623631 0.23211214 -0.38560564 -1.74458476 #> [877] 0.47919925 -0.01497498 -0.75623631 -0.13851853 0.47919925 -0.63269276 #> [883] 0.23211214 0.97337347 -1.49749765 -0.01497498 0.23211214 -1.12686698 #> [889] -1.74458476 1.71463481 -0.63269276 -0.26206209 -0.50914920 1.34400414 #> [895] 1.46754769 0.84982991 -1.74458476 0.35565569 0.10856858 -0.63269276 #> [901] -1.74458476 -1.49749765 NA NA NA NA #> [907] NA NA #> attr(,"label") #> [1] "elder' age"std(efc, e17age) # returns a data frame#> c12hour e15relat e16sex e17age e42dep c82cop1 c83cop2 c84cop3 c85cop4 #> 1 16 2 2 83 3 3 2 2 2 #> 2 148 2 2 88 3 3 3 3 3 #> 3 70 1 2 82 3 2 2 1 4 #> 4 168 1 2 67 4 4 1 3 1 #> 5 168 2 2 84 4 3 2 1 2 #> 6 16 2 2 85 4 2 2 3 3 #> 7 161 1 1 74 4 4 2 4 1 #> 8 110 4 2 87 4 3 2 2 1 #> 9 28 2 2 79 4 3 2 3 2 #> 10 40 2 2 83 4 3 2 1 2 #> 11 100 1 1 68 4 3 4 4 4 #> 12 25 8 2 97 3 3 3 3 1 #> 13 25 2 2 80 4 3 2 2 2 #> 14 24 1 2 75 3 3 2 4 4 #> 15 56 2 2 82 3 2 3 3 3 #> 16 20 2 2 89 3 4 2 1 3 #> 17 25 1 1 80 1 3 2 1 2 #> 18 126 1 1 72 3 4 2 1 2 #> 19 168 2 1 94 3 3 2 1 2 #> 20 118 1 1 79 4 3 2 4 2 #> 21 150 2 2 89 4 3 2 3 2 #> 22 50 1 1 67 3 4 1 2 1 #> 23 18 2 2 94 4 3 1 1 1 #> 24 168 2 2 83 4 3 2 2 4 #> 25 15 2 2 85 3 3 2 1 2 #> 26 168 1 1 80 4 2 3 4 4 #> 27 12 2 2 88 4 2 3 3 NA #> 28 7 1 1 76 2 2 2 2 2 #> 29 35 2 2 84 3 3 2 2 2 #> 30 168 2 2 95 4 2 2 1 2 #> 31 150 2 1 88 4 3 2 4 4 #> 32 168 1 1 87 4 3 1 3 1 #> 33 168 4 2 89 3 3 2 2 3 #> 34 119 1 1 80 4 2 2 4 4 #> 35 168 1 2 75 4 3 2 1 2 #> 36 168 1 1 82 4 3 2 1 2 #> 37 168 1 1 69 4 3 4 3 2 #> 38 28 2 2 91 2 3 1 1 2 #> 39 168 1 1 86 4 3 2 3 4 #> 40 30 2 2 86 3 2 3 2 3 #> 41 14 2 2 84 3 4 3 2 2 #> 42 168 1 1 69 4 4 2 1 3 #> 43 168 1 1 67 4 3 2 3 3 #> 44 50 1 1 67 4 3 3 2 3 #> 45 168 1 1 66 4 3 4 2 2 #> 46 24 1 1 79 4 2 3 1 3 #> 47 168 1 2 72 4 3 2 3 3 #> 48 42 1 1 65 4 3 3 2 3 #> 49 154 1 1 75 3 3 2 3 3 #> 50 60 7 2 87 4 2 4 4 3 #> 51 168 1 1 68 4 3 3 4 2 #> 52 168 1 1 75 4 4 2 2 1 #> 53 24 1 1 65 4 2 2 4 2 #> 54 168 1 1 67 4 3 2 3 2 #> 55 150 1 2 81 4 4 2 1 2 #> 56 168 2 2 83 4 4 2 2 2 #> 57 168 1 1 NA 4 NA 3 4 4 #> 58 168 2 2 82 4 3 3 2 NA #> 59 168 1 1 79 3 2 2 1 2 #> 60 168 1 1 72 4 2 4 4 4 #> 61 128 2 2 87 4 4 2 4 2 #> 62 168 1 1 85 4 3 2 4 3 #> 63 11 2 2 88 4 3 1 1 1 #> 64 50 2 2 74 3 2 2 2 3 #> 65 80 2 2 87 3 3 2 2 1 #> 66 15 2 2 88 3 3 2 2 2 #> 67 7 2 2 76 4 2 3 1 1 #> 68 21 4 2 81 3 3 2 1 1 #> 69 168 1 2 80 4 3 3 1 4 #> 70 24 1 2 68 4 2 3 4 2 #> 71 6 8 2 82 4 4 1 1 1 #> 72 30 2 2 NA 4 3 2 2 3 #> 73 168 2 2 91 4 3 2 1 2 #> 74 42 1 1 66 4 2 3 2 4 #> 75 30 2 2 89 4 3 2 2 1 #> 76 85 1 1 79 4 3 2 1 2 #> 77 35 2 1 69 4 2 4 4 4 #> 78 70 2 2 92 3 3 2 1 1 #> 79 9 2 2 75 3 2 3 1 1 #> 80 168 1 1 76 4 3 2 2 2 #> 81 77 1 1 77 2 4 1 1 1 #> 82 24 1 2 NA 3 4 2 1 2 #> 83 91 1 1 76 4 3 2 1 4 #> 84 6 2 2 76 3 3 3 2 4 #> 85 22 2 2 79 4 3 2 3 1 #> 86 168 2 2 77 4 3 2 1 4 #> 87 168 1 1 67 4 3 2 1 2 #> 88 168 1 1 66 4 3 3 2 2 #> 89 168 8 2 78 4 3 3 3 4 #> 90 50 2 2 84 4 3 3 2 1 #> 91 40 1 1 79 3 3 1 1 3 #> 92 9 1 1 77 1 3 2 2 1 #> 93 25 1 2 66 2 3 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4 3 2 2 2 #> 391 120 2 2 85 4 3 3 1 3 #> 392 18 2 1 83 3 2 2 2 1 #> 393 6 8 1 68 1 2 3 1 1 #> 394 20 2 1 70 3 3 2 3 3 #> 395 15 2 1 76 2 3 2 2 3 #> 396 35 1 1 73 4 3 2 3 3 #> 397 15 2 2 76 2 3 2 3 3 #> 398 15 2 2 80 2 3 2 2 3 #> 399 120 1 1 67 4 3 3 1 3 #> 400 28 1 2 77 2 3 1 1 2 #> 401 10 2 2 79 4 3 2 1 2 #> 402 120 1 1 72 4 3 2 1 2 #> 403 100 2 2 90 4 4 4 4 2 #> 404 18 2 2 90 2 4 2 1 2 #> 405 8 2 2 66 1 3 2 1 2 #> 406 40 2 2 80 2 3 2 1 1 #> 407 140 2 2 81 4 3 2 1 1 #> 408 6 2 NA 85 2 3 2 1 1 #> 409 11 2 1 83 4 3 2 2 2 #> 410 15 2 1 85 3 3 2 2 2 #> 411 80 2 2 84 4 3 2 2 3 #> 412 5 5 1 65 1 3 2 1 1 #> 413 6 1 1 71 1 3 2 1 2 #> 414 40 1 2 68 2 3 2 1 2 #> 415 5 8 1 65 2 3 2 1 1 #> 416 7 3 2 73 3 2 2 1 2 #> 417 4 7 1 68 2 2 3 1 2 #> 418 24 1 1 67 4 3 2 1 2 #> 419 28 2 2 73 4 3 3 3 2 #> 420 25 4 2 84 3 3 2 1 2 #> 421 140 2 2 98 4 4 2 2 4 #> 422 14 2 1 78 3 3 1 1 2 #> 423 40 1 1 82 4 3 2 2 3 #> 424 5 8 2 89 3 3 2 1 1 #> 425 20 2 2 84 4 3 2 1 1 #> 426 168 1 1 70 4 4 2 4 2 #> 427 40 6 1 78 2 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1 #> 465 24 1 2 78 4 2 2 1 3 #> 466 24 2 2 83 4 3 4 1 2 #> 467 30 4 2 75 4 3 4 2 2 #> 468 20 2 2 80 1 4 1 1 1 #> 469 10 2 2 72 3 3 1 2 1 #> 470 7 6 2 76 2 4 1 1 1 #> 471 120 2 2 84 4 3 4 1 3 #> 472 6 2 2 66 1 4 1 1 1 #> 473 6 2 1 77 1 3 2 1 2 #> 474 10 2 1 84 1 3 2 1 1 #> 475 20 7 2 68 1 4 1 1 1 #> 476 5 5 1 78 1 4 1 1 1 #> 477 60 1 2 65 4 3 2 1 2 #> 478 20 2 2 72 2 3 3 2 3 #> 479 6 8 2 67 1 4 1 1 1 #> 480 10 8 1 78 3 3 2 1 1 #> 481 84 1 1 67 4 3 3 3 4 #> 482 8 2 2 82 3 3 1 1 1 #> 483 168 1 2 75 4 4 2 1 1 #> 484 40 8 1 82 2 3 3 1 1 #> 485 40 2 1 79 3 3 2 1 2 #> 486 20 2 2 76 3 4 2 1 2 #> 487 56 2 2 89 3 4 2 2 2 #> 488 6 2 2 92 1 3 1 1 1 #> 489 7 2 1 66 1 4 1 1 1 #> 490 12 2 1 89 3 4 2 1 1 #> 491 10 8 2 79 2 4 2 2 1 #> 492 14 5 2 73 3 3 1 2 1 #> 493 28 2 1 89 4 3 2 3 1 #> 494 12 8 2 79 2 3 2 2 1 #> 495 28 2 2 NA 3 3 3 2 2 #> 496 11 8 2 81 2 3 1 2 1 #> 497 16 2 1 84 2 3 1 1 1 #> 498 12 2 2 77 3 3 2 2 2 #> 499 22 2 2 73 3 2 4 3 2 #> 500 17 2 1 79 2 4 1 2 1 #> 501 16 2 2 73 4 3 3 3 4 #> 502 50 2 1 80 4 4 2 1 1 #> 503 6 1 1 73 3 4 2 1 1 #> 504 5 4 1 88 4 4 3 3 3 #> 505 45 2 2 82 4 4 2 3 1 #> 506 16 2 2 93 4 3 3 2 2 #> 507 15 2 1 70 3 3 2 2 2 #> 508 20 1 2 69 3 3 3 2 2 #> 509 20 2 1 70 3 3 2 2 1 #> 510 8 2 2 86 3 2 3 2 4 #> 511 8 3 2 75 2 3 2 1 1 #> 512 15 4 2 81 3 2 3 2 2 #> 513 10 2 2 65 2 3 2 2 2 #> 514 15 2 2 86 2 3 1 1 1 #> 515 27 2 1 91 3 4 1 1 1 #> 516 14 1 1 72 3 2 3 3 4 #> 517 28 2 2 87 4 4 1 2 1 #> 518 168 1 2 77 4 3 3 3 4 #> 519 168 1 2 65 4 3 4 2 3 #> 520 21 2 1 81 2 3 2 2 1 #> 521 12 3 1 72 2 3 1 1 1 #> 522 62 4 2 93 4 3 4 4 4 #> 523 20 8 2 65 3 3 2 1 1 #> 524 7 8 2 77 2 4 1 2 1 #> 525 10 2 2 77 2 4 1 1 1 #> 526 20 2 2 76 3 3 1 2 1 #> 527 8 4 2 85 1 3 2 1 1 #> 528 9 2 2 79 2 3 2 1 1 #> 529 12 2 1 82 3 3 1 1 3 #> 530 10 2 2 83 2 3 2 1 1 #> 531 35 4 2 86 4 3 2 2 3 #> 532 5 2 2 71 1 4 1 1 1 #> 533 18 2 2 75 4 3 2 2 2 #> 534 15 6 2 83 3 3 1 1 1 #> 535 6 2 2 78 2 3 2 1 1 #> 536 8 2 2 74 2 4 1 1 1 #> 537 12 2 1 88 3 3 2 1 1 #> 538 25 4 2 86 4 2 2 1 1 #> 539 10 6 2 82 3 2 3 1 2 #> 540 40 2 2 89 4 3 2 2 2 #> 541 20 2 2 91 4 2 2 2 1 #> 542 6 6 2 90 2 3 2 1 1 #> 543 168 1 1 77 3 3 1 2 1 #> 544 4 3 1 65 2 3 1 2 1 #> 545 168 2 2 69 3 4 1 1 1 #> 546 24 2 1 68 3 3 2 1 1 #> 547 25 1 1 70 2 4 1 1 1 #> 548 40 2 2 82 4 3 3 3 2 #> 549 18 2 1 77 3 2 4 3 2 #> 550 20 8 1 82 2 3 1 1 1 #> 551 40 2 2 69 3 4 2 1 2 #> 552 6 2 2 81 2 4 2 1 2 #> 553 5 4 2 86 2 4 2 1 2 #> 554 30 2 1 85 3 4 1 1 2 #> 555 14 4 2 67 3 3 1 1 1 #> 556 8 2 1 70 3 4 1 1 2 #> 557 28 8 1 78 4 3 3 4 4 #> 558 45 8 2 83 4 4 4 4 4 #> 559 40 2 2 81 4 3 2 3 2 #> 560 30 2 2 74 2 4 4 4 4 #> 561 28 4 2 78 4 3 3 2 2 #> 562 50 2 1 83 2 4 2 1 2 #> 563 84 1 1 69 4 3 2 2 4 #> 564 12 2 2 97 2 3 1 1 1 #> 565 40 2 2 70 3 4 2 1 2 #> 566 10 2 2 92 1 4 1 1 1 #> 567 15 2 1 91 2 4 1 1 1 #> 568 40 1 2 65 3 3 2 1 1 #> 569 24 1 1 NA 4 3 2 1 3 #> 570 168 2 1 94 4 2 3 4 4 #> 571 160 2 2 69 4 3 3 3 2 #> 572 162 1 1 78 4 3 2 1 4 #> 573 100 2 2 87 4 3 4 2 3 #> 574 110 2 2 82 4 2 2 2 2 #> 575 140 2 2 84 4 4 2 1 3 #> 576 25 2 1 79 3 3 2 1 2 #> 577 15 2 2 85 4 3 2 1 2 #> 578 35 1 1 65 2 3 2 3 2 #> 579 30 8 2 76 4 4 1 1 1 #> 580 40 1 2 65 3 3 2 2 2 #> 581 10 2 1 78 4 3 2 1 2 #> 582 25 4 2 91 3 3 2 2 2 #> 583 12 2 2 88 3 2 2 2 2 #> 584 35 1 1 83 3 2 3 1 3 #> 585 10 8 2 73 2 4 2 2 1 #> 586 30 2 2 79 2 2 3 3 2 #> 587 10 2 2 86 3 3 2 1 1 #> 588 100 4 2 82 4 4 2 2 2 #> 589 12 2 1 75 4 3 2 1 2 #> 590 56 1 1 66 4 3 1 1 1 #> 591 40 2 2 93 1 3 2 1 1 #> 592 30 2 2 86 4 2 3 2 2 #> 593 60 1 1 86 4 3 3 2 2 #> 594 100 2 2 69 3 3 3 1 2 #> 595 20 1 2 66 4 4 1 1 1 #> 596 35 2 1 83 4 3 2 4 1 #> 597 168 2 2 65 4 2 3 3 3 #> 598 22 2 1 71 2 4 2 1 2 #> 599 60 2 2 83 4 2 3 3 3 #> 600 24 5 2 92 4 3 2 2 4 #> 601 20 3 2 83 3 3 2 3 2 #> 602 70 4 1 95 4 3 2 1 2 #> 603 25 2 1 76 3 3 3 4 3 #> 604 6 2 2 81 2 4 1 1 1 #> 605 18 8 2 79 2 3 1 1 1 #> 606 10 2 2 87 2 2 1 1 1 #> 607 15 4 2 74 2 3 2 4 4 #> 608 20 2 2 70 1 3 3 2 1 #> 609 20 2 2 80 2 3 3 3 2 #> 610 10 2 1 75 2 4 1 1 1 #> 611 22 2 2 68 4 3 3 1 1 #> 612 15 2 2 69 4 3 2 2 1 #> 613 48 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14 0 0 0 NA #> 650 90 10 12 18 0 0 1 1 #> 651 90 10 15 13 0 2 2 2 #> 652 60 10 15 17 0 0 0 NA #> 653 45 12 9 11 0 2 1 1 #> 654 20 13 11 18 0 0 0 NA #> 655 100 7 16 18 0 2 2 2 #> 656 95 8 15 17 0 0 1 1 #> 657 65 12 15 19 0 0 2 2 #> 658 75 8 15 19 0 0 0 NA #> 659 75 8 16 20 0 0 0 NA #> 660 45 13 15 17 0 1 0 NA #> 661 80 10 15 16 0 1 0 NA #> 662 90 12 12 12 1 0 0 NA #> 663 95 16 6 9 0 1 0 NA #> 664 60 8 13 15 0 1 0 NA #> 665 95 10 12 12 0 1 3 3 #> 666 95 13 13 15 1 0 0 NA #> 667 95 10 12 10 0 1 0 NA #> 668 95 9 10 13 0 0 2 2 #> 669 100 10 13 13 0 0 1 1 #> 670 80 12 13 18 0 1 0 NA #> 671 80 11 11 13 0 0 0 NA #> 672 75 9 11 21 0 0 0 NA #> 673 70 10 9 21 0 0 0 NA #> 674 NA 9 15 18 0 0 NA NA #> 675 30 13 8 17 0 3 1 1 #> 676 95 10 12 18 0 0 0 NA #> 677 30 9 15 11 0 1 0 NA #> 678 55 10 13 17 0 1 1 1 #> 679 95 8 12 18 0 1 2 2 #> 680 75 7 15 22 0 0 0 NA #> 681 100 8 15 19 0 1 2 2 #> 682 95 7 14 18 0 1 2 2 #> 683 90 7 14 19 0 0 0 NA #> 684 65 9 14 18 0 0 2 2 #> 685 90 8 13 18 0 0 0 NA #> 686 95 11 13 13 0 0 0 NA #> 687 95 9 13 18 0 0 0 NA #> 688 90 10 13 16 1 0 1 1 #> 689 95 12 12 14 0 1 0 NA #> 690 70 11 12 15 0 0 0 NA #> 691 65 7 15 6 0 0 0 NA #> 692 45 16 12 18 0 0 0 NA #> 693 50 12 12 14 0 0 0 NA #> 694 95 10 13 15 2 0 2 2 #> 695 10 8 14 24 0 0 2 2 #> 696 40 12 13 3 0 1 0 NA #> 697 85 23 10 2 3 2 3 3 #> 698 5 10 9 17 0 3 1 1 #> 699 65 10 13 15 0 1 3 3 #> 700 10 18 9 9 0 1 2 2 #> 701 75 13 10 12 0 1 1 1 #> 702 100 12 12 8 1 1 2 2 #> 703 40 18 12 5 0 3 1 1 #> 704 100 9 12 15 0 2 2 2 #> 705 90 12 12 14 1 2 0 NA #> 706 45 13 12 10 0 1 0 NA #> 707 80 9 11 19 0 0 0 NA #> 708 90 7 12 17 0 0 0 NA #> 709 55 10 11 15 1 0 0 NA #> 710 95 7 13 20 0 2 1 1 #> 711 100 8 12 19 0 1 0 NA #> 712 0 17 13 6 0 0 0 NA #> 713 60 11 9 16 0 1 2 2 #> 714 NA 14 13 13 0 0 0 NA #> 715 65 11 12 7 0 0 0 NA #> 716 45 23 13 7 0 1 0 NA #> 717 40 14 12 12 0 0 NA NA #> 718 85 8 11 14 2 0 3 3 #> 719 100 7 14 6 0 0 2 2 #> 720 55 15 10 10 1 6 2 2 #> 721 95 8 15 21 1 2 2 2 #> 722 100 12 14 13 0 0 0 NA #> 723 90 9 13 17 0 0 0 NA #> 724 5 15 11 11 1 0 2 2 #> 725 75 17 10 9 0 0 0 NA #> 726 70 13 10 14 0 0 1 1 #> 727 0 13 11 14 0 1 2 2 #> 728 90 10 10 10 1 1 2 2 #> 729 65 20 11 6 2 0 1 1 #> 730 80 10 12 13 0 0 1 1 #> 731 65 11 12 9 0 1 3 3 #> 732 60 25 9 2 0 0 0 NA #> 733 90 10 15 13 0 0 0 NA #> 734 5 12 14 16 0 0 1 1 #> 735 90 10 15 17 0 0 0 NA #> 736 75 12 12 7 1 0 0 NA #> 737 90 10 11 14 0 1 0 NA #> 738 75 8 14 2 0 1 3 3 #> 739 95 14 15 21 0 0 0 NA #> 740 100 8 15 22 0 0 0 NA #> 741 0 18 14 6 0 0 0 NA #> 742 90 8 13 20 0 0 1 1 #> 743 70 15 9 17 0 2 0 NA #> 744 100 11 12 22 0 2 0 NA #> 745 25 12 11 3 0 5 3 3 #> 746 85 10 12 15 0 1 1 1 #> 747 75 7 11 16 2 0 2 2 #> 748 75 10 9 14 1 1 0 NA #> 749 55 13 14 15 0 1 2 2 #> 750 70 14 13 7 0 0 0 NA #> 751 30 7 16 23 0 0 0 NA #> 752 15 7 16 16 0 0 0 NA #> 753 65 14 12 9 0 1 2 2 #> 754 40 11 13 9 0 0 0 NA #> 755 90 11 9 19 0 0 2 2 #> 756 95 11 12 13 0 2 3 3 #> 757 90 9 15 15 3 6 2 2 #> 758 35 7 14 19 0 0 2 2 #> 759 45 15 11 13 1 0 0 NA #> 760 85 9 14 18 0 0 0 NA #> 761 80 9 15 18 0 0 0 NA #> 762 50 18 9 8 0 0 0 NA #> 763 90 8 15 19 2 3 2 2 #> 764 95 15 10 13 0 5 0 NA #> 765 90 7 16 24 0 4 0 NA #> 766 100 8 15 15 0 1 2 2 #> 767 70 13 11 2 1 0 0 NA #> 768 70 8 15 15 0 0 1 1 #> 769 85 8 16 22 1 1 0 NA #> 770 90 9 16 18 0 0 0 NA #> 771 100 7 16 20 0 2 1 1 #> 772 85 7 12 3 1 1 1 1 #> 773 75 9 12 14 0 0 0 NA #> 774 100 8 12 15 1 1 1 1 #> 775 65 8 14 20 0 1 0 NA #> 776 80 13 9 15 0 1 0 NA #> 777 90 10 10 15 0 0 0 NA #> 778 80 11 11 15 0 0 0 NA #> 779 85 13 11 21 0 2 1 1 #> 780 60 11 13 20 0 0 1 1 #> 781 90 8 11 21 0 1 1 1 #> 782 85 12 9 14 0 0 1 1 #> 783 65 8 14 15 0 1 0 NA #> 784 75 9 11 12 0 1 0 NA #> 785 45 16 8 11 0 1 0 NA #> 786 70 11 13 16 0 0 0 NA #> 787 20 19 8 6 0 0 0 NA #> 788 70 12 12 15 0 0 0 NA #> 789 20 12 13 15 1 0 1 1 #> 790 100 9 14 15 0 1 1 1 #> 791 100 10 14 19 1 1 2 2 #> 792 95 10 8 10 0 0 1 1 #> 793 90 9 7 7 0 0 2 2 #> 794 40 13 10 15 1 0 0 NA #> 795 90 7 14 13 0 0 0 NA #> 796 90 11 11 16 1 0 0 NA #> 797 90 13 12 18 0 0 0 NA #> 798 95 10 12 9 0 0 4 3 #> 799 100 10 11 21 0 3 1 1 #> 800 60 13 15 20 0 0 0 NA #> 801 60 9 15 19 0 0 0 NA #> 802 45 14 16 16 0 0 0 NA #> 803 55 15 15 20 0 0 0 NA #> 804 15 15 12 3 0 1 2 2 #> 805 85 9 15 23 0 0 0 NA #> 806 85 10 15 22 2 0 0 NA #> 807 80 8 14 22 2 0 1 1 #> 808 60 8 14 25 0 1 1 1 #> 809 40 9 16 25 0 0 0 NA #> 810 45 9 15 18 0 0 0 NA #> 811 60 9 13 15 0 1 0 NA #> 812 85 9 13 17 0 0 0 NA #> 813 70 9 13 14 0 0 0 NA #> 814 55 13 9 12 0 2 0 NA #> 815 95 9 12 16 0 3 NA NA #> 816 90 12 12 18 0 0 0 NA #> 817 90 14 11 6 0 0 0 NA #> 818 90 12 10 11 2 1 2 2 #> 819 100 8 15 13 0 0 0 NA #> 820 65 10 11 14 0 0 0 NA #> 821 95 7 13 16 0 0 0 NA #> 822 95 22 12 19 0 0 0 NA #> 823 85 18 12 17 0 0 0 NA #> 824 75 16 10 21 0 0 0 NA #> 825 80 13 15 22 0 0 0 NA #> 826 90 15 16 22 0 0 0 NA #> 827 95 24 14 19 0 1 0 NA #> 828 65 11 8 6 0 0 0 NA #> 829 95 14 9 7 0 0 0 NA #> 830 40 12 12 16 0 0 0 NA #> 831 90 11 16 18 0 0 0 NA #> 832 40 10 15 14 0 1 0 NA #> 833 85 7 16 21 0 1 0 NA #> 834 90 10 11 19 1 2 0 NA #> 835 95 10 11 9 2 0 0 NA #> 836 90 12 11 17 0 0 0 NA #> 837 95 10 11 17 0 0 0 NA #> 838 95 7 12 22 0 0 0 NA #> 839 80 9 15 18 0 0 0 NA #> 840 65 16 15 16 0 0 0 NA #> 841 10 14 15 16 0 0 0 NA #> 842 70 12 15 13 1 1 2 2 #> 843 90 9 14 20 0 1 0 NA #> 844 90 10 14 20 0 1 0 NA #> 845 95 8 13 20 0 1 0 NA #> 846 80 9 10 20 0 1 3 3 #> 847 95 7 16 19 0 1 0 NA #> 848 95 8 10 22 0 0 0 NA #> 849 95 10 13 16 0 0 0 NA #> 850 90 9 15 19 0 0 0 NA #> 851 90 8 13 20 0 0 0 NA #> 852 55 10 15 15 0 2 3 3 #> 853 95 10 12 21 0 0 0 NA #> 854 100 7 16 25 0 0 0 NA #> 855 55 11 14 20 0 0 0 NA #> 856 70 8 14 16 0 0 0 NA #> 857 85 10 16 20 0 0 0 NA #> 858 80 11 10 18 0 0 0 NA #> 859 85 14 8 13 2 1 0 NA #> 860 100 7 13 18 0 0 0 NA #> 861 100 8 16 19 0 2 2 2 #> 862 100 10 14 20 0 0 0 NA #> 863 95 10 13 12 0 0 0 NA #> 864 95 11 10 20 2 1 0 NA #> 865 90 11 12 8 0 1 0 NA #> 866 100 8 15 17 1 0 0 NA #> 867 90 8 13 16 1 0 0 NA #> 868 90 9 15 22 0 0 0 NA #> 869 85 11 12 15 0 0 0 NA #> 870 100 7 16 19 0 2 1 1 #> 871 100 7 16 21 0 2 0 NA #> 872 100 8 13 16 0 1 0 NA #> 873 100 9 11 20 0 0 0 NA #> 874 100 9 9 12 0 0 0 NA #> 875 100 7 16 20 0 0 0 NA #> 876 100 13 11 17 0 0 0 NA #> 877 10 15 10 10 0 0 0 NA #> 878 65 11 11 10 0 0 0 NA #> 879 50 24 9 11 0 1 0 NA #> 880 100 8 11 16 0 1 0 NA #> 881 100 9 10 14 0 0 0 NA #> 882 100 7 11 15 0 1 0 NA #> 883 100 10 10 13 0 1 2 2 #> 884 35 15 9 11 0 1 NA NA #> 885 55 18 10 8 0 1 2 2 #> 886 65 22 13 12 0 0 0 NA #> 887 10 18 10 6 0 1 0 NA #> 888 60 9 14 16 0 0 0 NA #> 889 85 11 13 14 0 0 0 NA #> 890 85 14 10 5 0 0 2 2 #> 891 85 7 16 11 0 2 2 2 #> 892 70 9 12 15 0 1 0 NA #> 893 55 17 15 11 0 2 3 3 #> 894 50 23 11 8 0 1 0 NA #> 895 70 12 9 11 2 2 NA NA #> 896 100 13 10 12 0 2 0 NA #> 897 35 15 11 12 0 1 2 2 #> 898 80 8 16 20 0 1 1 1 #> 899 70 8 13 15 2 2 2 2 #> 900 25 14 14 15 2 4 2 2 #> 901 100 10 14 16 2 2 0 NA #> 902 85 10 13 16 1 0 0 NA #> 903 NA NA NA NA 1 4 2 2 #> 904 NA NA NA NA 0 1 2 2 #> 905 NA NA NA NA 0 1 1 1 #> 906 NA NA NA NA 0 1 2 2 #> 907 NA NA NA NA 0 0 0 NA #> 908 NA NA NA NA 0 0 0 NA #> e17age_z #> 1 0.47919925 #> 2 1.09691703 #> 3 0.35565569 #> 4 -1.49749765 #> 5 0.60274280 #> 6 0.72628636 #> 7 -0.63269276 #> 8 0.97337347 #> 9 -0.01497498 #> 10 0.47919925 #> 11 -1.37395409 #> 12 2.20880903 #> 13 0.10856858 #> 14 -0.50914920 #> 15 0.35565569 #> 16 1.22046058 #> 17 0.10856858 #> 18 -0.87977987 #> 19 1.83817836 #> 20 -0.01497498 #> 21 1.22046058 #> 22 -1.49749765 #> 23 1.83817836 #> 24 0.47919925 #> 25 0.72628636 #> 26 0.10856858 #> 27 1.09691703 #> 28 -0.38560564 #> 29 0.60274280 #> 30 1.96172192 #> 31 1.09691703 #> 32 0.97337347 #> 33 1.22046058 #> 34 0.10856858 #> 35 -0.50914920 #> 36 0.35565569 #> 37 -1.25041054 #> 38 1.46754769 #> 39 0.84982991 #> 40 0.84982991 #> 41 0.60274280 #> 42 -1.25041054 #> 43 -1.49749765 #> 44 -1.49749765 #> 45 -1.62104120 #> 46 -0.01497498 #> 47 -0.87977987 #> 48 -1.74458476 #> 49 -0.50914920 #> 50 0.97337347 #> 51 -1.37395409 #> 52 -0.50914920 #> 53 -1.74458476 #> 54 -1.49749765 #> 55 0.23211214 #> 56 0.47919925 #> 57 NA #> 58 0.35565569 #> 59 -0.01497498 #> 60 -0.87977987 #> 61 0.97337347 #> 62 0.72628636 #> 63 1.09691703 #> 64 -0.63269276 #> 65 0.97337347 #> 66 1.09691703 #> 67 -0.38560564 #> 68 0.23211214 #> 69 0.10856858 #> 70 -1.37395409 #> 71 0.35565569 #> 72 NA #> 73 1.46754769 #> 74 -1.62104120 #> 75 1.22046058 #> 76 -0.01497498 #> 77 -1.25041054 #> 78 1.59109125 #> 79 -0.50914920 #> 80 -0.38560564 #> 81 -0.26206209 #> 82 NA #> 83 -0.38560564 #> 84 -0.38560564 #> 85 -0.01497498 #> 86 -0.26206209 #> 87 -1.49749765 #> 88 -1.62104120 #> 89 -0.13851853 #> 90 0.60274280 #> 91 -0.01497498 #> 92 -0.26206209 #> 93 -1.62104120 #> 94 1.83817836 #> 95 -1.74458476 #> 96 1.34400414 #> 97 -1.62104120 #> 98 1.34400414 #> 99 0.72628636 #> 100 -0.26206209 #> 101 -0.38560564 #> 102 -1.62104120 #> 103 -0.38560564 #> 104 0.10856858 #> 105 1.22046058 #> 106 -1.25041054 #> 107 -0.50914920 #> 108 -0.50914920 #> 109 0.10856858 #> 110 0.10856858 #> 111 -0.63269276 #> 112 0.35565569 #> 113 1.46754769 #> 114 0.10856858 #> 115 -0.63269276 #> 116 1.34400414 #> 117 0.47919925 #> 118 0.35565569 #> 119 -0.75623631 #> 120 0.60274280 #> 121 1.34400414 #> 122 -1.74458476 #> 123 0.60274280 #> 124 -0.87977987 #> 125 1.96172192 #> 126 -1.49749765 #> 127 0.23211214 #> 128 1.59109125 #> 129 0.47919925 #> 130 -0.63269276 #> 131 1.46754769 #> 132 -0.13851853 #> 133 0.23211214 #> 134 -0.38560564 #> 135 1.71463481 #> 136 2.20880903 #> 137 1.71463481 #> 138 0.23211214 #> 139 -0.50914920 #> 140 0.60274280 #> 141 -0.13851853 #> 142 0.60274280 #> 143 0.97337347 #> 144 0.47919925 #> 145 1.83817836 #> 146 0.72628636 #> 147 -1.12686698 #> 148 -1.25041054 #> 149 -0.38560564 #> 150 0.47919925 #> 151 1.46754769 #> 152 1.34400414 #> 153 0.97337347 #> 154 1.46754769 #> 155 -0.87977987 #> 156 -0.75623631 #> 157 -0.01497498 #> 158 0.60274280 #> 159 0.35565569 #> 160 -1.74458476 #> 161 -0.13851853 #> 162 1.83817836 #> 163 1.46754769 #> 164 NA #> 165 0.10856858 #> 166 -1.12686698 #> 167 0.60274280 #> 168 0.35565569 #> 169 -0.38560564 #> 170 -0.26206209 #> 171 -1.62104120 #> 172 1.34400414 #> 173 -0.38560564 #> 174 -1.25041054 #> 175 1.09691703 #> 176 -1.00332342 #> 177 1.71463481 #> 178 2.20880903 #> 179 0.60274280 #> 180 -0.01497498 #> 181 1.46754769 #> 182 0.60274280 #> 183 -0.50914920 #> 184 0.23211214 #> 185 -0.26206209 #> 186 -0.50914920 #> 187 -0.63269276 #> 188 1.59109125 #> 189 -0.01497498 #> 190 -0.63269276 #> 191 -0.38560564 #> 192 NA #> 193 0.60274280 #> 194 -1.74458476 #> 195 0.72628636 #> 196 -0.50914920 #> 197 1.34400414 #> 198 0.47919925 #> 199 0.97337347 #> 200 0.84982991 #> 201 1.71463481 #> 202 1.59109125 #> 203 1.59109125 #> 204 0.60274280 #> 205 0.47919925 #> 206 0.35565569 #> 207 0.97337347 #> 208 1.22046058 #> 209 1.46754769 #> 210 0.60274280 #> 211 1.71463481 #> 212 0.72628636 #> 213 -0.01497498 #> 214 0.60274280 #> 215 -1.74458476 #> 216 1.22046058 #> 217 0.60274280 #> 218 0.23211214 #> 219 -0.26206209 #> 220 -1.74458476 #> 221 1.71463481 #> 222 2.08526547 #> 223 1.34400414 #> 224 0.84982991 #> 225 1.09691703 #> 226 -0.01497498 #> 227 1.46754769 #> 228 0.60274280 #> 229 -1.00332342 #> 230 -1.49749765 #> 231 0.97337347 #> 232 0.60274280 #> 233 0.97337347 #> 234 0.60274280 #> 235 0.84982991 #> 236 0.47919925 #> 237 -1.25041054 #> 238 -0.50914920 #> 239 -0.01497498 #> 240 -0.38560564 #> 241 -0.38560564 #> 242 0.35565569 #> 243 1.09691703 #> 244 1.34400414 #> 245 0.97337347 #> 246 -0.38560564 #> 247 -0.38560564 #> 248 0.84982991 #> 249 0.47919925 #> 250 1.22046058 #> 251 0.35565569 #> 252 -0.01497498 #> 253 -1.49749765 #> 254 -0.75623631 #> 255 1.22046058 #> 256 1.96172192 #> 257 -1.74458476 #> 258 1.22046058 #> 259 0.47919925 #> 260 0.84982991 #> 261 0.35565569 #> 262 1.71463481 #> 263 1.34400414 #> 264 -0.01497498 #> 265 2.20880903 #> 266 -0.13851853 #> 267 -0.63269276 #> 268 0.84982991 #> 269 1.09691703 #> 270 -0.26206209 #> 271 -0.38560564 #> 272 -0.63269276 #> 273 -0.38560564 #> 274 -1.00332342 #> 275 -0.63269276 #> 276 0.35565569 #> 277 0.35565569 #> 278 -0.63269276 #> 279 -0.75623631 #> 280 -1.49749765 #> 281 -1.12686698 #> 282 -1.12686698 #> 283 -1.12686698 #> 284 -1.49749765 #> 285 0.10856858 #> 286 -1.25041054 #> 287 1.22046058 #> 288 0.47919925 #> 289 0.47919925 #> 290 -1.49749765 #> 291 0.60274280 #> 292 1.34400414 #> 293 0.10856858 #> 294 0.23211214 #> 295 0.97337347 #> 296 -0.75623631 #> 297 -1.00332342 #> 298 0.10856858 #> 299 -1.25041054 #> 300 -0.75623631 #> 301 1.09691703 #> 302 -0.75623631 #> 303 -0.13851853 #> 304 0.84982991 #> 305 -0.50914920 #> 306 1.22046058 #> 307 0.47919925 #> 308 -0.13851853 #> 309 -1.25041054 #> 310 -1.12686698 #> 311 0.84982991 #> 312 -1.49749765 #> 313 -0.63269276 #> 314 0.97337347 #> 315 -1.62104120 #> 316 -1.37395409 #> 317 -0.87977987 #> 318 0.10856858 #> 319 1.22046058 #> 320 0.60274280 #> 321 1.71463481 #> 322 0.84982991 #> 323 0.60274280 #> 324 0.84982991 #> 325 0.47919925 #> 326 0.84982991 #> 327 1.09691703 #> 328 -0.50914920 #> 329 -0.38560564 #> 330 NA #> 331 0.23211214 #> 332 -0.13851853 #> 333 0.47919925 #> 334 1.83817836 #> 335 0.60274280 #> 336 -1.00332342 #> 337 0.84982991 #> 338 1.22046058 #> 339 1.71463481 #> 340 -0.50914920 #> 341 -0.75623631 #> 342 -1.12686698 #> 343 -0.50914920 #> 344 NA #> 345 -0.50914920 #> 346 2.95007036 #> 347 -1.12686698 #> 348 0.60274280 #> 349 -0.13851853 #> 350 0.72628636 #> 351 0.23211214 #> 352 1.34400414 #> 353 -0.38560564 #> 354 -0.50914920 #> 355 -0.63269276 #> 356 -0.50914920 #> 357 1.22046058 #> 358 -0.75623631 #> 359 -0.01497498 #> 360 0.47919925 #> 361 1.46754769 #> 362 0.23211214 #> 363 -0.26206209 #> 364 -1.74458476 #> 365 -0.75623631 #> 366 -0.75623631 #> 367 -1.25041054 #> 368 -0.01497498 #> 369 0.35565569 #> 370 -0.38560564 #> 371 0.60274280 #> 372 0.84982991 #> 373 1.09691703 #> 374 -0.38560564 #> 375 1.83817836 #> 376 -0.13851853 #> 377 -1.49749765 #> 378 0.23211214 #> 379 -1.25041054 #> 380 -0.26206209 #> 381 -0.75623631 #> 382 -1.12686698 #> 383 0.35565569 #> 384 1.71463481 #> 385 0.23211214 #> 386 -1.12686698 #> 387 -0.13851853 #> 388 0.60274280 #> 389 0.47919925 #> 390 0.35565569 #> 391 0.72628636 #> 392 0.47919925 #> 393 -1.37395409 #> 394 -1.12686698 #> 395 -0.38560564 #> 396 -0.75623631 #> 397 -0.38560564 #> 398 0.10856858 #> 399 -1.49749765 #> 400 -0.26206209 #> 401 -0.01497498 #> 402 -0.87977987 #> 403 1.34400414 #> 404 1.34400414 #> 405 -1.62104120 #> 406 0.10856858 #> 407 0.23211214 #> 408 0.72628636 #> 409 0.47919925 #> 410 0.72628636 #> 411 0.60274280 #> 412 -1.74458476 #> 413 -1.00332342 #> 414 -1.37395409 #> 415 -1.74458476 #> 416 -0.75623631 #> 417 -1.37395409 #> 418 -1.49749765 #> 419 -0.75623631 #> 420 0.60274280 #> 421 2.33235258 #> 422 -0.13851853 #> 423 0.35565569 #> 424 1.22046058 #> 425 0.60274280 #> 426 -1.12686698 #> 427 -0.13851853 #> 428 0.35565569 #> 429 1.83817836 #> 430 1.22046058 #> 431 -0.75623631 #> 432 0.10856858 #> 433 0.60274280 #> 434 -0.13851853 #> 435 0.47919925 #> 436 -0.26206209 #> 437 0.35565569 #> 438 0.23211214 #> 439 -0.87977987 #> 440 1.09691703 #> 441 0.10856858 #> 442 -0.01497498 #> 443 -1.62104120 #> 444 0.84982991 #> 445 0.72628636 #> 446 -0.01497498 #> 447 0.60274280 #> 448 NA #> 449 0.97337347 #> 450 -1.00332342 #> 451 -1.00332342 #> 452 -0.38560564 #> 453 0.10856858 #> 454 0.23211214 #> 455 1.34400414 #> 456 0.35565569 #> 457 -0.26206209 #> 458 1.96172192 #> 459 0.84982991 #> 460 0.35565569 #> 461 1.34400414 #> 462 -0.01497498 #> 463 1.96172192 #> 464 0.97337347 #> 465 -0.13851853 #> 466 0.47919925 #> 467 -0.50914920 #> 468 0.10856858 #> 469 -0.87977987 #> 470 -0.38560564 #> 471 0.60274280 #> 472 -1.62104120 #> 473 -0.26206209 #> 474 0.60274280 #> 475 -1.37395409 #> 476 -0.13851853 #> 477 -1.74458476 #> 478 -0.87977987 #> 479 -1.49749765 #> 480 -0.13851853 #> 481 -1.49749765 #> 482 0.35565569 #> 483 -0.50914920 #> 484 0.35565569 #> 485 -0.01497498 #> 486 -0.38560564 #> 487 1.22046058 #> 488 1.59109125 #> 489 -1.62104120 #> 490 1.22046058 #> 491 -0.01497498 #> 492 -0.75623631 #> 493 1.22046058 #> 494 -0.01497498 #> 495 NA #> 496 0.23211214 #> 497 0.60274280 #> 498 -0.26206209 #> 499 -0.75623631 #> 500 -0.01497498 #> 501 -0.75623631 #> 502 0.10856858 #> 503 -0.75623631 #> 504 1.09691703 #> 505 0.35565569 #> 506 1.71463481 #> 507 -1.12686698 #> 508 -1.25041054 #> 509 -1.12686698 #> 510 0.84982991 #> 511 -0.50914920 #> 512 0.23211214 #> 513 -1.74458476 #> 514 0.84982991 #> 515 1.46754769 #> 516 -0.87977987 #> 517 0.97337347 #> 518 -0.26206209 #> 519 -1.74458476 #> 520 0.23211214 #> 521 -0.87977987 #> 522 1.71463481 #> 523 -1.74458476 #> 524 -0.26206209 #> 525 -0.26206209 #> 526 -0.38560564 #> 527 0.72628636 #> 528 -0.01497498 #> 529 0.35565569 #> 530 0.47919925 #> 531 0.84982991 #> 532 -1.00332342 #> 533 -0.50914920 #> 534 0.47919925 #> 535 -0.13851853 #> 536 -0.63269276 #> 537 1.09691703 #> 538 0.84982991 #> 539 0.35565569 #> 540 1.22046058 #> 541 1.46754769 #> 542 1.34400414 #> 543 -0.26206209 #> 544 -1.74458476 #> 545 -1.25041054 #> 546 -1.37395409 #> 547 -1.12686698 #> 548 0.35565569 #> 549 -0.26206209 #> 550 0.35565569 #> 551 -1.25041054 #> 552 0.23211214 #> 553 0.84982991 #> 554 0.72628636 #> 555 -1.49749765 #> 556 -1.12686698 #> 557 -0.13851853 #> 558 0.47919925 #> 559 0.23211214 #> 560 -0.63269276 #> 561 -0.13851853 #> 562 0.47919925 #> 563 -1.25041054 #> 564 2.20880903 #> 565 -1.12686698 #> 566 1.59109125 #> 567 1.46754769 #> 568 -1.74458476 #> 569 NA #> 570 1.83817836 #> 571 -1.25041054 #> 572 -0.13851853 #> 573 0.97337347 #> 574 0.35565569 #> 575 0.60274280 #> 576 -0.01497498 #> 577 0.72628636 #> 578 -1.74458476 #> 579 -0.38560564 #> 580 -1.74458476 #> 581 -0.13851853 #> 582 1.46754769 #> 583 1.09691703 #> 584 0.47919925 #> 585 -0.75623631 #> 586 -0.01497498 #> 587 0.84982991 #> 588 0.35565569 #> 589 -0.50914920 #> 590 -1.62104120 #> 591 1.71463481 #> 592 0.84982991 #> 593 0.84982991 #> 594 -1.25041054 #> 595 -1.62104120 #> 596 0.47919925 #> 597 -1.74458476 #> 598 -1.00332342 #> 599 0.47919925 #> 600 1.59109125 #> 601 0.47919925 #> 602 1.96172192 #> 603 -0.38560564 #> 604 0.23211214 #> 605 -0.01497498 #> 606 0.97337347 #> 607 -0.63269276 #> 608 -1.12686698 #> 609 0.10856858 #> 610 -0.50914920 #> 611 -1.37395409 #> 612 -1.25041054 #> 613 -1.37395409 #> 614 -1.12686698 #> 615 1.22046058 #> 616 NA #> 617 0.47919925 #> 618 -1.12686698 #> 619 0.35565569 #> 620 0.60274280 #> 621 0.35565569 #> 622 0.10856858 #> 623 0.84982991 #> 624 -1.25041054 #> 625 0.97337347 #> 626 -1.00332342 #> 627 -1.62104120 #> 628 0.72628636 #> 629 0.72628636 #> 630 1.96172192 #> 631 -0.38560564 #> 632 -1.25041054 #> 633 -1.37395409 #> 634 0.35565569 #> 635 1.59109125 #> 636 -1.62104120 #> 637 -0.63269276 #> 638 -0.50914920 #> 639 1.34400414 #> 640 -0.87977987 #> 641 1.59109125 #> 642 -1.12686698 #> 643 -0.01497498 #> 644 -0.01497498 #> 645 -1.25041054 #> 646 -1.12686698 #> 647 0.35565569 #> 648 -0.01497498 #> 649 -0.87977987 #> 650 -0.38560564 #> 651 -1.74458476 #> 652 1.59109125 #> 653 -1.12686698 #> 654 1.22046058 #> 655 -0.87977987 #> 656 -0.50914920 #> 657 -0.75623631 #> 658 0.35565569 #> 659 0.10856858 #> 660 0.35565569 #> 661 0.35565569 #> 662 -1.00332342 #> 663 -0.26206209 #> 664 -0.75623631 #> 665 0.10856858 #> 666 -1.00332342 #> 667 -1.74458476 #> 668 0.47919925 #> 669 -1.49749765 #> 670 -1.37395409 #> 671 -1.00332342 #> 672 -0.26206209 #> 673 -0.87977987 #> 674 -1.37395409 #> 675 -0.26206209 #> 676 -1.12686698 #> 677 0.60274280 #> 678 1.22046058 #> 679 -1.37395409 #> 680 1.22046058 #> 681 -1.37395409 #> 682 -0.87977987 #> 683 -0.13851853 #> 684 0.60274280 #> 685 1.59109125 #> 686 -1.37395409 #> 687 -1.62104120 #> 688 -1.00332342 #> 689 -1.74458476 #> 690 0.23211214 #> 691 0.35565569 #> 692 -0.50914920 #> 693 0.10856858 #> 694 -1.12686698 #> 695 1.46754769 #> 696 1.83817836 #> 697 -1.62104120 #> 698 0.97337347 #> 699 0.84982991 #> 700 0.47919925 #> 701 -0.75623631 #> 702 -1.12686698 #> 703 -0.75623631 #> 704 0.47919925 #> 705 -0.38560564 #> 706 1.34400414 #> 707 -0.87977987 #> 708 -0.13851853 #> 709 -1.00332342 #> 710 -0.87977987 #> 711 0.84982991 #> 712 -1.12686698 #> 713 -1.49749765 #> 714 -1.74458476 #> 715 -0.63269276 #> 716 -0.38560564 #> 717 -0.01497498 #> 718 -1.62104120 #> 719 -0.75623631 #> 720 1.34400414 #> 721 -1.37395409 #> 722 -1.49749765 #> 723 0.84982991 #> 724 -0.01497498 #> 725 -0.50914920 #> 726 0.72628636 #> 727 -0.26206209 #> 728 -0.01497498 #> 729 1.71463481 #> 730 0.10856858 #> 731 -0.26206209 #> 732 0.23211214 #> 733 0.10856858 #> 734 0.84982991 #> 735 -1.49749765 #> 736 1.46754769 #> 737 -0.87977987 #> 738 0.35565569 #> 739 1.83817836 #> 740 1.22046058 #> 741 0.47919925 #> 742 -0.50914920 #> 743 1.22046058 #> 744 0.10856858 #> 745 0.60274280 #> 746 -0.26206209 #> 747 -0.50914920 #> 748 -0.01497498 #> 749 0.72628636 #> 750 0.97337347 #> 751 0.35565569 #> 752 1.34400414 #> 753 0.47919925 #> 754 0.72628636 #> 755 0.10856858 #> 756 -1.62104120 #> 757 -0.01497498 #> 758 1.46754769 #> 759 1.22046058 #> 760 -1.25041054 #> 761 -0.75623631 #> 762 0.47919925 #> 763 -0.01497498 #> 764 0.72628636 #> 765 0.23211214 #> 766 0.72628636 #> 767 -1.62104120 #> 768 -0.63269276 #> 769 -0.75623631 #> 770 -0.38560564 #> 771 0.47919925 #> 772 -0.13851853 #> 773 1.09691703 #> 774 1.22046058 #> 775 0.60274280 #> 776 -0.75623631 #> 777 1.59109125 #> 778 -1.74458476 #> 779 -1.25041054 #> 780 -0.26206209 #> 781 -0.01497498 #> 782 -0.75623631 #> 783 -1.37395409 #> 784 -1.25041054 #> 785 0.10856858 #> 786 0.23211214 #> 787 -1.49749765 #> 788 -0.63269276 #> 789 1.09691703 #> 790 -1.12686698 #> 791 -0.75623631 #> 792 -1.49749765 #> 793 -0.63269276 #> 794 0.97337347 #> 795 1.46754769 #> 796 -0.38560564 #> 797 0.97337347 #> 798 -0.87977987 #> 799 -0.26206209 #> 800 1.22046058 #> 801 0.60274280 #> 802 -0.13851853 #> 803 0.23211214 #> 804 -0.63269276 #> 805 0.10856858 #> 806 -0.26206209 #> 807 -0.01497498 #> 808 1.22046058 #> 809 1.34400414 #> 810 0.97337347 #> 811 0.23211214 #> 812 0.35565569 #> 813 -1.00332342 #> 814 -0.50914920 #> 815 -1.25041054 #> 816 -0.26206209 #> 817 0.23211214 #> 818 0.97337347 #> 819 -0.75623631 #> 820 -1.74458476 #> 821 -1.37395409 #> 822 -0.87977987 #> 823 -1.12686698 #> 824 -1.37395409 #> 825 -1.12686698 #> 826 -1.37395409 #> 827 -1.25041054 #> 828 -0.13851853 #> 829 -0.63269276 #> 830 -1.37395409 #> 831 0.84982991 #> 832 -0.01497498 #> 833 -0.50914920 #> 834 0.72628636 #> 835 -1.00332342 #> 836 -0.63269276 #> 837 -0.63269276 #> 838 0.84982991 #> 839 -1.62104120 #> 840 -1.12686698 #> 841 0.84982991 #> 842 0.72628636 #> 843 0.35565569 #> 844 -0.01497498 #> 845 -1.25041054 #> 846 -1.49749765 #> 847 1.83817836 #> 848 -0.50914920 #> 849 -0.01497498 #> 850 -0.13851853 #> 851 -1.62104120 #> 852 -1.74458476 #> 853 1.09691703 #> 854 -0.13851853 #> 855 0.47919925 #> 856 0.97337347 #> 857 2.45589614 #> 858 -1.62104120 #> 859 1.22046058 #> 860 -1.00332342 #> 861 0.35565569 #> 862 -1.25041054 #> 863 0.23211214 #> 864 0.60274280 #> 865 1.34400414 #> 866 0.10856858 #> 867 -0.01497498 #> 868 -1.49749765 #> 869 -1.00332342 #> 870 -0.50914920 #> 871 -1.37395409 #> 872 -0.50914920 #> 873 -0.75623631 #> 874 0.23211214 #> 875 -0.38560564 #> 876 -1.74458476 #> 877 0.47919925 #> 878 -0.01497498 #> 879 -0.75623631 #> 880 -0.13851853 #> 881 0.47919925 #> 882 -0.63269276 #> 883 0.23211214 #> 884 0.97337347 #> 885 -1.49749765 #> 886 -0.01497498 #> 887 0.23211214 #> 888 -1.12686698 #> 889 -1.74458476 #> 890 1.71463481 #> 891 -0.63269276 #> 892 -0.26206209 #> 893 -0.50914920 #> 894 1.34400414 #> 895 1.46754769 #> 896 0.84982991 #> 897 -1.74458476 #> 898 0.35565569 #> 899 0.10856858 #> 900 -0.63269276 #> 901 -1.74458476 #> 902 -1.49749765 #> 903 NA #> 904 NA #> 905 NA #> 906 NA #> 907 NA #> 908 NA# works with mutate() library(dplyr) efc %>% select(e17age, neg_c_7) %>% mutate(age_std = std(e17age), burden = center(neg_c_7)) %>% head()#> e17age neg_c_7 age_std burden #> 1 83 12 0.4791992 0.1502242 #> 2 88 20 1.0969170 8.1502242 #> 3 82 11 0.3556557 -0.8497758 #> 4 67 10 -1.4974976 -1.8497758 #> 5 84 12 0.6027428 0.1502242 #> 6 85 19 0.7262864 7.1502242# works also with grouped data frames mtcars %>% std(disp)#> mpg cyl disp hp drat wt qsec vs am gear carb disp_z #> 1 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4 -0.57061982 #> 2 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4 -0.57061982 #> 3 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1 -0.99018209 #> 4 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1 0.22009369 #> 5 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2 1.04308123 #> 6 18.1 6 225.0 105 2.76 3.460 20.22 1 0 3 1 -0.04616698 #> 7 14.3 8 360.0 245 3.21 3.570 15.84 0 0 3 4 1.04308123 #> 8 24.4 4 146.7 62 3.69 3.190 20.00 1 0 4 2 -0.67793094 #> 9 22.8 4 140.8 95 3.92 3.150 22.90 1 0 4 2 -0.72553512 #> 10 19.2 6 167.6 123 3.92 3.440 18.30 1 0 4 4 -0.50929918 #> 11 17.8 6 167.6 123 3.92 3.440 18.90 1 0 4 4 -0.50929918 #> 12 16.4 8 275.8 180 3.07 4.070 17.40 0 0 3 3 0.36371309 #> 13 17.3 8 275.8 180 3.07 3.730 17.60 0 0 3 3 0.36371309 #> 14 15.2 8 275.8 180 3.07 3.780 18.00 0 0 3 3 0.36371309 #> 15 10.4 8 472.0 205 2.93 5.250 17.98 0 0 3 4 1.94675381 #> 16 10.4 8 460.0 215 3.00 5.424 17.82 0 0 3 4 1.84993175 #> 17 14.7 8 440.0 230 3.23 5.345 17.42 0 0 3 4 1.68856165 #> 18 32.4 4 78.7 66 4.08 2.200 19.47 1 1 4 1 -1.22658929 #> 19 30.4 4 75.7 52 4.93 1.615 18.52 1 1 4 2 -1.25079481 #> 20 33.9 4 71.1 65 4.22 1.835 19.90 1 1 4 1 -1.28790993 #> 21 21.5 4 120.1 97 3.70 2.465 20.01 1 0 3 1 -0.89255318 #> 22 15.5 8 318.0 150 2.76 3.520 16.87 0 0 3 2 0.70420401 #> 23 15.2 8 304.0 150 3.15 3.435 17.30 0 0 3 2 0.59124494 #> 24 13.3 8 350.0 245 3.73 3.840 15.41 0 0 3 4 0.96239618 #> 25 19.2 8 400.0 175 3.08 3.845 17.05 0 0 3 2 1.36582144 #> 26 27.3 4 79.0 66 4.08 1.935 18.90 1 1 4 1 -1.22416874 #> 27 26.0 4 120.3 91 4.43 2.140 16.70 0 1 5 2 -0.89093948 #> 28 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2 -1.09426581 #> 29 15.8 8 351.0 264 4.22 3.170 14.50 0 1 5 4 0.97046468 #> 30 19.7 6 145.0 175 3.62 2.770 15.50 0 1 5 6 -0.69164740 #> 31 15.0 8 301.0 335 3.54 3.570 14.60 0 1 5 8 0.56703942 #> 32 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2 -0.88529152#> # A tibble: 32 x 12 #> # Groups: cyl [3] #> mpg cyl disp hp drat wt qsec vs am gear carb disp_z #> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #> 1 21 6 160 110 3.9 2.62 16.5 0 1 4 4 -0.561 #> 2 21 6 160 110 3.9 2.88 17.0 0 1 4 4 -0.561 #> 3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1 0.107 #> 4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1 1.80 #> 5 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2 0.102 #> 6 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1 1.00 #> 7 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4 0.102 #> 8 24.4 4 147. 62 3.69 3.19 20 1 0 4 2 1.55 #> 9 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2 1.33 #> 10 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4 -0.378 #> # ... with 22 more rowsdata(iris) # also standardize factors std(iris, include.fac = TRUE, append = FALSE)#> Sepal.Length_z Sepal.Width_z Petal.Length_z Petal.Width_z Species_z #> 1 -0.89767388 1.01560199 -1.33575163 -1.3110521482 -1.220656 #> 2 -1.13920048 -0.13153881 -1.33575163 -1.3110521482 -1.220656 #> 3 -1.38072709 0.32731751 -1.39239929 -1.3110521482 -1.220656 #> 4 -1.50149039 0.09788935 -1.27910398 -1.3110521482 -1.220656 #> 5 -1.01843718 1.24503015 -1.33575163 -1.3110521482 -1.220656 #> 6 -0.53538397 1.93331463 -1.16580868 -1.0486667950 -1.220656 #> 7 -1.50149039 0.78617383 -1.33575163 -1.1798594716 -1.220656 #> 8 -1.01843718 0.78617383 -1.27910398 -1.3110521482 -1.220656 #> 9 -1.74301699 -0.36096697 -1.33575163 -1.3110521482 -1.220656 #> 10 -1.13920048 0.09788935 -1.27910398 -1.4422448248 -1.220656 #> 11 -0.53538397 1.47445831 -1.27910398 -1.3110521482 -1.220656 #> 12 -1.25996379 0.78617383 -1.22245633 -1.3110521482 -1.220656 #> 13 -1.25996379 -0.13153881 -1.33575163 -1.4422448248 -1.220656 #> 14 -1.86378030 -0.13153881 -1.50569459 -1.4422448248 -1.220656 #> 15 -0.05233076 2.16274279 -1.44904694 -1.3110521482 -1.220656 #> 16 -0.17309407 3.08045544 -1.27910398 -1.0486667950 -1.220656 #> 17 -0.53538397 1.93331463 -1.39239929 -1.0486667950 -1.220656 #> 18 -0.89767388 1.01560199 -1.33575163 -1.1798594716 -1.220656 #> 19 -0.17309407 1.70388647 -1.16580868 -1.1798594716 -1.220656 #> 20 -0.89767388 1.70388647 -1.27910398 -1.1798594716 -1.220656 #> 21 -0.53538397 0.78617383 -1.16580868 -1.3110521482 -1.220656 #> 22 -0.89767388 1.47445831 -1.27910398 -1.0486667950 -1.220656 #> 23 -1.50149039 1.24503015 -1.56234224 -1.3110521482 -1.220656 #> 24 -0.89767388 0.55674567 -1.16580868 -0.9174741184 -1.220656 #> 25 -1.25996379 0.78617383 -1.05251337 -1.3110521482 -1.220656 #> 26 -1.01843718 -0.13153881 -1.22245633 -1.3110521482 -1.220656 #> 27 -1.01843718 0.78617383 -1.22245633 -1.0486667950 -1.220656 #> 28 -0.77691058 1.01560199 -1.27910398 -1.3110521482 -1.220656 #> 29 -0.77691058 0.78617383 -1.33575163 -1.3110521482 -1.220656 #> 30 -1.38072709 0.32731751 -1.22245633 -1.3110521482 -1.220656 #> 31 -1.25996379 0.09788935 -1.22245633 -1.3110521482 -1.220656 #> 32 -0.53538397 0.78617383 -1.27910398 -1.0486667950 -1.220656 #> 33 -0.77691058 2.39217095 -1.27910398 -1.4422448248 -1.220656 #> 34 -0.41462067 2.62159911 -1.33575163 -1.3110521482 -1.220656 #> 35 -1.13920048 0.09788935 -1.27910398 -1.3110521482 -1.220656 #> 36 -1.01843718 0.32731751 -1.44904694 -1.3110521482 -1.220656 #> 37 -0.41462067 1.01560199 -1.39239929 -1.3110521482 -1.220656 #> 38 -1.13920048 1.24503015 -1.33575163 -1.4422448248 -1.220656 #> 39 -1.74301699 -0.13153881 -1.39239929 -1.3110521482 -1.220656 #> 40 -0.89767388 0.78617383 -1.27910398 -1.3110521482 -1.220656 #> 41 -1.01843718 1.01560199 -1.39239929 -1.1798594716 -1.220656 #> 42 -1.62225369 -1.73753594 -1.39239929 -1.1798594716 -1.220656 #> 43 -1.74301699 0.32731751 -1.39239929 -1.3110521482 -1.220656 #> 44 -1.01843718 1.01560199 -1.22245633 -0.7862814418 -1.220656 #> 45 -0.89767388 1.70388647 -1.05251337 -1.0486667950 -1.220656 #> 46 -1.25996379 -0.13153881 -1.33575163 -1.1798594716 -1.220656 #> 47 -0.89767388 1.70388647 -1.22245633 -1.3110521482 -1.220656 #> 48 -1.50149039 0.32731751 -1.33575163 -1.3110521482 -1.220656 #> 49 -0.65614727 1.47445831 -1.27910398 -1.3110521482 -1.220656 #> 50 -1.01843718 0.55674567 -1.33575163 -1.3110521482 -1.220656 #> 51 1.39682886 0.32731751 0.53362088 0.2632599711 0.000000 #> 52 0.67224905 0.32731751 0.42032558 0.3944526477 0.000000 #> 53 1.27606556 0.09788935 0.64691619 0.3944526477 0.000000 #> 54 -0.41462067 -1.73753594 0.13708732 0.1320672944 0.000000 #> 55 0.79301235 -0.59039513 0.47697323 0.3944526477 0.000000 #> 56 -0.17309407 -0.59039513 0.42032558 0.1320672944 0.000000 #> 57 0.55148575 0.55674567 0.53362088 0.5256453243 0.000000 #> 58 -1.13920048 -1.50810778 -0.25944625 -0.2615107354 0.000000 #> 59 0.91377565 -0.36096697 0.47697323 0.1320672944 0.000000 #> 60 -0.77691058 -0.81982329 0.08043967 0.2632599711 0.000000 #> 61 -1.01843718 -2.42582042 -0.14615094 -0.2615107354 0.000000 #> 62 0.06843254 -0.13153881 0.25038262 0.3944526477 0.000000 #> 63 0.18919584 -1.96696410 0.13708732 -0.2615107354 0.000000 #> 64 0.30995914 -0.36096697 0.53362088 0.2632599711 0.000000 #> 65 -0.29385737 -0.36096697 -0.08950329 0.1320672944 0.000000 #> 66 1.03453895 0.09788935 0.36367793 0.2632599711 0.000000 #> 67 -0.29385737 -0.13153881 0.42032558 0.3944526477 0.000000 #> 68 -0.05233076 -0.81982329 0.19373497 -0.2615107354 0.000000 #> 69 0.43072244 -1.96696410 0.42032558 0.3944526477 0.000000 #> 70 -0.29385737 -1.27867961 0.08043967 -0.1303180588 0.000000 #> 71 0.06843254 0.32731751 0.59026853 0.7880306775 0.000000 #> 72 0.30995914 -0.59039513 0.13708732 0.1320672944 0.000000 #> 73 0.55148575 -1.27867961 0.64691619 0.3944526477 0.000000 #> 74 0.30995914 -0.59039513 0.53362088 0.0008746178 0.000000 #> 75 0.67224905 -0.36096697 0.30703027 0.1320672944 0.000000 #> 76 0.91377565 -0.13153881 0.36367793 0.2632599711 0.000000 #> 77 1.15530226 -0.59039513 0.59026853 0.2632599711 0.000000 #> 78 1.03453895 -0.13153881 0.70356384 0.6568380009 0.000000 #> 79 0.18919584 -0.36096697 0.42032558 0.3944526477 0.000000 #> 80 -0.17309407 -1.04925145 -0.14615094 -0.2615107354 0.000000 #> 81 -0.41462067 -1.50810778 0.02379201 -0.1303180588 0.000000 #> 82 -0.41462067 -1.50810778 -0.03285564 -0.2615107354 0.000000 #> 83 -0.05233076 -0.81982329 0.08043967 0.0008746178 0.000000 #> 84 0.18919584 -0.81982329 0.76021149 0.5256453243 0.000000 #> 85 -0.53538397 -0.13153881 0.42032558 0.3944526477 0.000000 #> 86 0.18919584 0.78617383 0.42032558 0.5256453243 0.000000 #> 87 1.03453895 0.09788935 0.53362088 0.3944526477 0.000000 #> 88 0.55148575 -1.73753594 0.36367793 0.1320672944 0.000000 #> 89 -0.29385737 -0.13153881 0.19373497 0.1320672944 0.000000 #> 90 -0.41462067 -1.27867961 0.13708732 0.1320672944 0.000000 #> 91 -0.41462067 -1.04925145 0.36367793 0.0008746178 0.000000 #> 92 0.30995914 -0.13153881 0.47697323 0.2632599711 0.000000 #> 93 -0.05233076 -1.04925145 0.13708732 0.0008746178 0.000000 #> 94 -1.01843718 -1.73753594 -0.25944625 -0.2615107354 0.000000 #> 95 -0.29385737 -0.81982329 0.25038262 0.1320672944 0.000000 #> 96 -0.17309407 -0.13153881 0.25038262 0.0008746178 0.000000 #> 97 -0.17309407 -0.36096697 0.25038262 0.1320672944 0.000000 #> 98 0.43072244 -0.36096697 0.30703027 0.1320672944 0.000000 #> 99 -0.89767388 -1.27867961 -0.42938920 -0.1303180588 0.000000 #> 100 -0.17309407 -0.59039513 0.19373497 0.1320672944 0.000000 #> 101 0.55148575 0.55674567 1.27004036 1.7063794137 1.220656 #> 102 -0.05233076 -0.81982329 0.76021149 0.9192233541 1.220656 #> 103 1.51759216 -0.13153881 1.21339271 1.1816087073 1.220656 #> 104 0.55148575 -0.36096697 1.04344975 0.7880306775 1.220656 #> 105 0.79301235 -0.13153881 1.15674505 1.3128013839 1.220656 #> 106 2.12140867 -0.13153881 1.60992627 1.1816087073 1.220656 #> 107 -1.13920048 -1.27867961 0.42032558 0.6568380009 1.220656 #> 108 1.75911877 -0.36096697 1.43998331 0.7880306775 1.220656 #> 109 1.03453895 -1.27867961 1.15674505 0.7880306775 1.220656 #> 110 1.63835547 1.24503015 1.32668801 1.7063794137 1.220656 #> 111 0.79301235 0.32731751 0.76021149 1.0504160307 1.220656 #> 112 0.67224905 -0.81982329 0.87350679 0.9192233541 1.220656 #> 113 1.15530226 -0.13153881 0.98680210 1.1816087073 1.220656 #> 114 -0.17309407 -1.27867961 0.70356384 1.0504160307 1.220656 #> 115 -0.05233076 -0.59039513 0.76021149 1.5751867371 1.220656 #> 116 0.67224905 0.32731751 0.87350679 1.4439940605 1.220656 #> 117 0.79301235 -0.13153881 0.98680210 0.7880306775 1.220656 #> 118 2.24217198 1.70388647 1.66657392 1.3128013839 1.220656 #> 119 2.24217198 -1.04925145 1.77986923 1.4439940605 1.220656 #> 120 0.18919584 -1.96696410 0.70356384 0.3944526477 1.220656 #> 121 1.27606556 0.32731751 1.10009740 1.4439940605 1.220656 #> 122 -0.29385737 -0.59039513 0.64691619 1.0504160307 1.220656 #> 123 2.24217198 -0.59039513 1.66657392 1.0504160307 1.220656 #> 124 0.55148575 -0.81982329 0.64691619 0.7880306775 1.220656 #> 125 1.03453895 0.55674567 1.10009740 1.1816087073 1.220656 #> 126 1.63835547 0.32731751 1.27004036 0.7880306775 1.220656 #> 127 0.43072244 -0.59039513 0.59026853 0.7880306775 1.220656 #> 128 0.30995914 -0.13153881 0.64691619 0.7880306775 1.220656 #> 129 0.67224905 -0.59039513 1.04344975 1.1816087073 1.220656 #> 130 1.63835547 -0.13153881 1.15674505 0.5256453243 1.220656 #> 131 1.87988207 -0.59039513 1.32668801 0.9192233541 1.220656 #> 132 2.48369858 1.70388647 1.49663097 1.0504160307 1.220656 #> 133 0.67224905 -0.59039513 1.04344975 1.3128013839 1.220656 #> 134 0.55148575 -0.59039513 0.76021149 0.3944526477 1.220656 #> 135 0.30995914 -1.04925145 1.04344975 0.2632599711 1.220656 #> 136 2.24217198 -0.13153881 1.32668801 1.4439940605 1.220656 #> 137 0.55148575 0.78617383 1.04344975 1.5751867371 1.220656 #> 138 0.67224905 0.09788935 0.98680210 0.7880306775 1.220656 #> 139 0.18919584 -0.13153881 0.59026853 0.7880306775 1.220656 #> 140 1.27606556 0.09788935 0.93015445 1.1816087073 1.220656 #> 141 1.03453895 0.09788935 1.04344975 1.5751867371 1.220656 #> 142 1.27606556 0.09788935 0.76021149 1.4439940605 1.220656 #> 143 -0.05233076 -0.81982329 0.76021149 0.9192233541 1.220656 #> 144 1.15530226 0.32731751 1.21339271 1.4439940605 1.220656 #> 145 1.03453895 0.55674567 1.10009740 1.7063794137 1.220656 #> 146 1.03453895 -0.13153881 0.81685914 1.4439940605 1.220656 #> 147 0.55148575 -1.27867961 0.70356384 0.9192233541 1.220656 #> 148 0.79301235 -0.13153881 0.81685914 1.0504160307 1.220656 #> 149 0.43072244 0.78617383 0.93015445 1.4439940605 1.220656 #> 150 0.06843254 -0.13153881 0.76021149 0.7880306775 1.220656# don't standardize factors std(iris, include.fac = FALSE, append = FALSE)#> Sepal.Length_z Sepal.Width_z Petal.Length_z Petal.Width_z Species_z #> 1 -0.89767388 1.01560199 -1.33575163 -1.3110521482 setosa #> 2 -1.13920048 -0.13153881 -1.33575163 -1.3110521482 setosa #> 3 -1.38072709 0.32731751 -1.39239929 -1.3110521482 setosa #> 4 -1.50149039 0.09788935 -1.27910398 -1.3110521482 setosa #> 5 -1.01843718 1.24503015 -1.33575163 -1.3110521482 setosa #> 6 -0.53538397 1.93331463 -1.16580868 -1.0486667950 setosa #> 7 -1.50149039 0.78617383 -1.33575163 -1.1798594716 setosa #> 8 -1.01843718 0.78617383 -1.27910398 -1.3110521482 setosa #> 9 -1.74301699 -0.36096697 -1.33575163 -1.3110521482 setosa #> 10 -1.13920048 0.09788935 -1.27910398 -1.4422448248 setosa #> 11 -0.53538397 1.47445831 -1.27910398 -1.3110521482 setosa #> 12 -1.25996379 0.78617383 -1.22245633 -1.3110521482 setosa #> 13 -1.25996379 -0.13153881 -1.33575163 -1.4422448248 setosa #> 14 -1.86378030 -0.13153881 -1.50569459 -1.4422448248 setosa #> 15 -0.05233076 2.16274279 -1.44904694 -1.3110521482 setosa #> 16 -0.17309407 3.08045544 -1.27910398 -1.0486667950 setosa #> 17 -0.53538397 1.93331463 -1.39239929 -1.0486667950 setosa #> 18 -0.89767388 1.01560199 -1.33575163 -1.1798594716 setosa #> 19 -0.17309407 1.70388647 -1.16580868 -1.1798594716 setosa #> 20 -0.89767388 1.70388647 -1.27910398 -1.1798594716 setosa #> 21 -0.53538397 0.78617383 -1.16580868 -1.3110521482 setosa #> 22 -0.89767388 1.47445831 -1.27910398 -1.0486667950 setosa #> 23 -1.50149039 1.24503015 -1.56234224 -1.3110521482 setosa #> 24 -0.89767388 0.55674567 -1.16580868 -0.9174741184 setosa #> 25 -1.25996379 0.78617383 -1.05251337 -1.3110521482 setosa #> 26 -1.01843718 -0.13153881 -1.22245633 -1.3110521482 setosa #> 27 -1.01843718 0.78617383 -1.22245633 -1.0486667950 setosa #> 28 -0.77691058 1.01560199 -1.27910398 -1.3110521482 setosa #> 29 -0.77691058 0.78617383 -1.33575163 -1.3110521482 setosa #> 30 -1.38072709 0.32731751 -1.22245633 -1.3110521482 setosa #> 31 -1.25996379 0.09788935 -1.22245633 -1.3110521482 setosa #> 32 -0.53538397 0.78617383 -1.27910398 -1.0486667950 setosa #> 33 -0.77691058 2.39217095 -1.27910398 -1.4422448248 setosa #> 34 -0.41462067 2.62159911 -1.33575163 -1.3110521482 setosa #> 35 -1.13920048 0.09788935 -1.27910398 -1.3110521482 setosa #> 36 -1.01843718 0.32731751 -1.44904694 -1.3110521482 setosa #> 37 -0.41462067 1.01560199 -1.39239929 -1.3110521482 setosa #> 38 -1.13920048 1.24503015 -1.33575163 -1.4422448248 setosa #> 39 -1.74301699 -0.13153881 -1.39239929 -1.3110521482 setosa #> 40 -0.89767388 0.78617383 -1.27910398 -1.3110521482 setosa #> 41 -1.01843718 1.01560199 -1.39239929 -1.1798594716 setosa #> 42 -1.62225369 -1.73753594 -1.39239929 -1.1798594716 setosa #> 43 -1.74301699 0.32731751 -1.39239929 -1.3110521482 setosa #> 44 -1.01843718 1.01560199 -1.22245633 -0.7862814418 setosa #> 45 -0.89767388 1.70388647 -1.05251337 -1.0486667950 setosa #> 46 -1.25996379 -0.13153881 -1.33575163 -1.1798594716 setosa #> 47 -0.89767388 1.70388647 -1.22245633 -1.3110521482 setosa #> 48 -1.50149039 0.32731751 -1.33575163 -1.3110521482 setosa #> 49 -0.65614727 1.47445831 -1.27910398 -1.3110521482 setosa #> 50 -1.01843718 0.55674567 -1.33575163 -1.3110521482 setosa #> 51 1.39682886 0.32731751 0.53362088 0.2632599711 versicolor #> 52 0.67224905 0.32731751 0.42032558 0.3944526477 versicolor #> 53 1.27606556 0.09788935 0.64691619 0.3944526477 versicolor #> 54 -0.41462067 -1.73753594 0.13708732 0.1320672944 versicolor #> 55 0.79301235 -0.59039513 0.47697323 0.3944526477 versicolor #> 56 -0.17309407 -0.59039513 0.42032558 0.1320672944 versicolor #> 57 0.55148575 0.55674567 0.53362088 0.5256453243 versicolor #> 58 -1.13920048 -1.50810778 -0.25944625 -0.2615107354 versicolor #> 59 0.91377565 -0.36096697 0.47697323 0.1320672944 versicolor #> 60 -0.77691058 -0.81982329 0.08043967 0.2632599711 versicolor #> 61 -1.01843718 -2.42582042 -0.14615094 -0.2615107354 versicolor #> 62 0.06843254 -0.13153881 0.25038262 0.3944526477 versicolor #> 63 0.18919584 -1.96696410 0.13708732 -0.2615107354 versicolor #> 64 0.30995914 -0.36096697 0.53362088 0.2632599711 versicolor #> 65 -0.29385737 -0.36096697 -0.08950329 0.1320672944 versicolor #> 66 1.03453895 0.09788935 0.36367793 0.2632599711 versicolor #> 67 -0.29385737 -0.13153881 0.42032558 0.3944526477 versicolor #> 68 -0.05233076 -0.81982329 0.19373497 -0.2615107354 versicolor #> 69 0.43072244 -1.96696410 0.42032558 0.3944526477 versicolor #> 70 -0.29385737 -1.27867961 0.08043967 -0.1303180588 versicolor #> 71 0.06843254 0.32731751 0.59026853 0.7880306775 versicolor #> 72 0.30995914 -0.59039513 0.13708732 0.1320672944 versicolor #> 73 0.55148575 -1.27867961 0.64691619 0.3944526477 versicolor #> 74 0.30995914 -0.59039513 0.53362088 0.0008746178 versicolor #> 75 0.67224905 -0.36096697 0.30703027 0.1320672944 versicolor #> 76 0.91377565 -0.13153881 0.36367793 0.2632599711 versicolor #> 77 1.15530226 -0.59039513 0.59026853 0.2632599711 versicolor #> 78 1.03453895 -0.13153881 0.70356384 0.6568380009 versicolor #> 79 0.18919584 -0.36096697 0.42032558 0.3944526477 versicolor #> 80 -0.17309407 -1.04925145 -0.14615094 -0.2615107354 versicolor #> 81 -0.41462067 -1.50810778 0.02379201 -0.1303180588 versicolor #> 82 -0.41462067 -1.50810778 -0.03285564 -0.2615107354 versicolor #> 83 -0.05233076 -0.81982329 0.08043967 0.0008746178 versicolor #> 84 0.18919584 -0.81982329 0.76021149 0.5256453243 versicolor #> 85 -0.53538397 -0.13153881 0.42032558 0.3944526477 versicolor #> 86 0.18919584 0.78617383 0.42032558 0.5256453243 versicolor #> 87 1.03453895 0.09788935 0.53362088 0.3944526477 versicolor #> 88 0.55148575 -1.73753594 0.36367793 0.1320672944 versicolor #> 89 -0.29385737 -0.13153881 0.19373497 0.1320672944 versicolor #> 90 -0.41462067 -1.27867961 0.13708732 0.1320672944 versicolor #> 91 -0.41462067 -1.04925145 0.36367793 0.0008746178 versicolor #> 92 0.30995914 -0.13153881 0.47697323 0.2632599711 versicolor #> 93 -0.05233076 -1.04925145 0.13708732 0.0008746178 versicolor #> 94 -1.01843718 -1.73753594 -0.25944625 -0.2615107354 versicolor #> 95 -0.29385737 -0.81982329 0.25038262 0.1320672944 versicolor #> 96 -0.17309407 -0.13153881 0.25038262 0.0008746178 versicolor #> 97 -0.17309407 -0.36096697 0.25038262 0.1320672944 versicolor #> 98 0.43072244 -0.36096697 0.30703027 0.1320672944 versicolor #> 99 -0.89767388 -1.27867961 -0.42938920 -0.1303180588 versicolor #> 100 -0.17309407 -0.59039513 0.19373497 0.1320672944 versicolor #> 101 0.55148575 0.55674567 1.27004036 1.7063794137 virginica #> 102 -0.05233076 -0.81982329 0.76021149 0.9192233541 virginica #> 103 1.51759216 -0.13153881 1.21339271 1.1816087073 virginica #> 104 0.55148575 -0.36096697 1.04344975 0.7880306775 virginica #> 105 0.79301235 -0.13153881 1.15674505 1.3128013839 virginica #> 106 2.12140867 -0.13153881 1.60992627 1.1816087073 virginica #> 107 -1.13920048 -1.27867961 0.42032558 0.6568380009 virginica #> 108 1.75911877 -0.36096697 1.43998331 0.7880306775 virginica #> 109 1.03453895 -1.27867961 1.15674505 0.7880306775 virginica #> 110 1.63835547 1.24503015 1.32668801 1.7063794137 virginica #> 111 0.79301235 0.32731751 0.76021149 1.0504160307 virginica #> 112 0.67224905 -0.81982329 0.87350679 0.9192233541 virginica #> 113 1.15530226 -0.13153881 0.98680210 1.1816087073 virginica #> 114 -0.17309407 -1.27867961 0.70356384 1.0504160307 virginica #> 115 -0.05233076 -0.59039513 0.76021149 1.5751867371 virginica #> 116 0.67224905 0.32731751 0.87350679 1.4439940605 virginica #> 117 0.79301235 -0.13153881 0.98680210 0.7880306775 virginica #> 118 2.24217198 1.70388647 1.66657392 1.3128013839 virginica #> 119 2.24217198 -1.04925145 1.77986923 1.4439940605 virginica #> 120 0.18919584 -1.96696410 0.70356384 0.3944526477 virginica #> 121 1.27606556 0.32731751 1.10009740 1.4439940605 virginica #> 122 -0.29385737 -0.59039513 0.64691619 1.0504160307 virginica #> 123 2.24217198 -0.59039513 1.66657392 1.0504160307 virginica #> 124 0.55148575 -0.81982329 0.64691619 0.7880306775 virginica #> 125 1.03453895 0.55674567 1.10009740 1.1816087073 virginica #> 126 1.63835547 0.32731751 1.27004036 0.7880306775 virginica #> 127 0.43072244 -0.59039513 0.59026853 0.7880306775 virginica #> 128 0.30995914 -0.13153881 0.64691619 0.7880306775 virginica #> 129 0.67224905 -0.59039513 1.04344975 1.1816087073 virginica #> 130 1.63835547 -0.13153881 1.15674505 0.5256453243 virginica #> 131 1.87988207 -0.59039513 1.32668801 0.9192233541 virginica #> 132 2.48369858 1.70388647 1.49663097 1.0504160307 virginica #> 133 0.67224905 -0.59039513 1.04344975 1.3128013839 virginica #> 134 0.55148575 -0.59039513 0.76021149 0.3944526477 virginica #> 135 0.30995914 -1.04925145 1.04344975 0.2632599711 virginica #> 136 2.24217198 -0.13153881 1.32668801 1.4439940605 virginica #> 137 0.55148575 0.78617383 1.04344975 1.5751867371 virginica #> 138 0.67224905 0.09788935 0.98680210 0.7880306775 virginica #> 139 0.18919584 -0.13153881 0.59026853 0.7880306775 virginica #> 140 1.27606556 0.09788935 0.93015445 1.1816087073 virginica #> 141 1.03453895 0.09788935 1.04344975 1.5751867371 virginica #> 142 1.27606556 0.09788935 0.76021149 1.4439940605 virginica #> 143 -0.05233076 -0.81982329 0.76021149 0.9192233541 virginica #> 144 1.15530226 0.32731751 1.21339271 1.4439940605 virginica #> 145 1.03453895 0.55674567 1.10009740 1.7063794137 virginica #> 146 1.03453895 -0.13153881 0.81685914 1.4439940605 virginica #> 147 0.55148575 -1.27867961 0.70356384 0.9192233541 virginica #> 148 0.79301235 -0.13153881 0.81685914 1.0504160307 virginica #> 149 0.43072244 0.78617383 0.93015445 1.4439940605 virginica #> 150 0.06843254 -0.13153881 0.76021149 0.7880306775 virginica# standardize only variables with more than 10 unique values p <- function(x) dplyr::n_distinct(x) > 10 std_if(efc, predicate = p, append = FALSE)#> c12hour_z e17age_z c160age_z barthtot_z neg_c_7_z pos_v_4_z #> 1 -0.519615996 0.47919925 0.19002509 0.35385338 0.03890892 -0.2125309 #> 2 2.078551270 1.09691703 0.04023278 0.35385338 2.11095413 -0.6583397 #> 3 0.543270613 0.35565569 1.98753275 -1.00022044 -0.22009673 0.2332779 #> 4 2.472212977 -1.49749765 1.16367507 -2.18503504 -0.47910238 1.1248956 #> 5 2.472212977 0.60274280 -0.48404028 -1.33873890 0.03890892 1.1248956 #> 6 -0.519615996 0.72628636 0.19002509 -0.15392430 1.85194848 -1.5499574 #> 7 2.334431379 -0.63269276 0.56450585 -2.01577581 0.81592587 0.2332779 #> 8 1.330594027 0.97337347 1.01388277 -1.00022044 -0.22009673 0.6790868 #> 9 -0.283418972 -0.01497498 0.41471355 -1.67725736 0.81592587 0.2332779 #> 10 -0.047221948 0.47919925 -0.33424798 -2.18503504 -0.47910238 0.2332779 #> 11 1.133763173 -1.37395409 0.93898661 -1.33873890 4.18299934 -1.5499574 #> 12 -0.342468228 2.20880903 -0.48404028 0.69237184 1.59294283 -1.9957662 #> 13 -0.342468228 0.10856858 0.33981739 -1.67725736 0.29791457 0.6790868 #> 14 -0.362151313 -0.50914920 1.61305199 0.18459415 1.59294283 0.6790868 #> 15 0.267707418 0.35565569 -0.33424798 NA 1.07493153 -1.5499574 #> 16 -0.440883654 1.22046058 0.19002509 -2.18503504 0.29791457 0.6790868 #> 17 -0.342468228 0.10856858 1.61305199 1.03089029 -0.22009673 1.1248956 #> 18 1.645523392 -0.87977987 1.23857122 -0.32318353 -0.22009673 0.2332779 #> 19 2.472212977 1.83817836 -0.10955952 -0.32318353 0.29791457 0.2332779 #> 20 1.488058709 -0.01497498 -0.40914413 -0.66170199 1.33393718 -0.2125309 #> 21 2.117917441 1.22046058 0.33981739 -2.18503504 -0.22009673 -0.6583397 #> 22 0.149608906 -1.49749765 0.86409046 0.18459415 -0.73810803 -0.2125309 #> 23 -0.480249825 1.83817836 -0.33424798 -1.50799813 -0.99711368 1.1248956 #> 24 2.472212977 0.47919925 0.48960970 -2.18503504 0.55692022 1.1248956 #> 25 -0.539299081 0.72628636 0.11512894 1.03089029 -0.22009673 0.6790868 #> 26 2.472212977 0.10856858 0.63940200 -1.84651659 2.88797109 -0.2125309 #> 27 -0.598348337 1.09691703 1.08877892 0.35385338 NA -1.1041485 #> 28 -0.696763764 -0.38560564 1.68794814 0.86163107 -0.22009673 -1.5499574 #> 29 -0.145637374 0.60274280 0.33981739 -0.15392430 0.81592587 -0.6583397 #> 30 2.472212977 1.96172192 0.86409046 -1.50799813 -0.22009673 NA #> 31 2.117917441 1.09691703 0.71429816 NA 3.40598239 0.2332779 #> 32 2.472212977 0.97337347 1.91263660 -0.49244276 -0.73810803 -0.2125309 #> 33 2.472212977 1.22046058 0.86409046 0.35385338 0.81592587 -1.5499574 #> 34 1.507741795 0.10856858 1.53815583 -0.49244276 2.11095413 -0.2125309 #> 35 2.472212977 -0.50914920 1.68794814 -1.16947967 -0.73810803 1.1248956 #> 36 2.472212977 0.35565569 1.46325968 -2.18503504 -0.47910238 0.6790868 #> 37 2.472212977 -1.25041054 1.01388277 -1.16947967 1.85194848 -1.5499574 #> 38 -0.283418972 1.46754769 0.63940200 0.86163107 -0.99711368 0.6790868 #> 39 2.472212977 0.84982991 1.98753275 -1.67725736 1.33393718 1.1248956 #> 40 -0.244052801 0.84982991 -0.33424798 0.18459415 1.07493153 -0.2125309 #> 41 -0.558982167 0.60274280 -0.55893644 0.69237184 1.33393718 -0.2125309 #> 42 2.472212977 -1.25041054 1.08877892 NA 0.55692022 0.6790868 #> 43 2.472212977 -1.49749765 0.63940200 -2.18503504 0.55692022 -0.6583397 #> 44 0.149608906 -1.49749765 0.86409046 -1.16947967 1.07493153 -0.6583397 #> 45 2.472212977 -1.62104120 0.71429816 -0.15392430 1.85194848 -0.2125309 #> 46 -0.362151313 -0.01497498 2.06242890 -1.33873890 NA -1.1041485 #> 47 2.472212977 -0.87977987 1.38836353 NA 1.33393718 -1.5499574 #> 48 -0.007855777 -1.74458476 0.78919431 -1.16947967 0.81592587 -0.2125309 #> 49 2.196649782 -0.50914920 1.46325968 0.69237184 1.07493153 0.6790868 #> 50 0.346439759 0.97337347 1.46325968 -2.18503504 1.85194848 -2.8873838 #> 51 2.472212977 -1.37395409 0.78919431 -2.18503504 1.33393718 1.1248956 #> 52 2.472212977 -0.50914920 1.01388277 -2.18503504 -0.47910238 NA #> 53 -0.362151313 -1.74458476 0.48960970 -1.84651659 0.55692022 -2.4415750 #> 54 2.472212977 -1.49749765 0.78919431 -1.84651659 0.55692022 -1.1041485 #> 55 2.117917441 0.23211214 2.36201351 -1.50799813 -0.73810803 1.1248956 #> 56 2.472212977 0.47919925 0.11512894 -2.18503504 0.03890892 0.6790868 #> 57 2.472212977 NA 1.38836353 -2.18503504 3.40598239 NA #> 58 2.472212977 0.35565569 -0.10955952 -0.49244276 NA -1.9957662 #> 59 2.472212977 -0.01497498 0.71429816 0.69237184 1.33393718 -1.5499574 #> 60 2.472212977 -0.87977987 1.16367507 -2.01577581 2.62896543 -2.4415750 #> 61 1.684889563 0.97337347 0.56450585 -2.18503504 0.29791457 1.1248956 #> 62 2.472212977 0.72628636 1.91263660 -0.83096122 0.81592587 1.1248956 #> 63 -0.618031423 1.09691703 0.78919431 -0.49244276 -1.25611934 1.1248956 #> 64 0.149608906 -0.63269276 -0.70872874 0.52311261 1.85194848 -0.6583397 #> 65 0.740101466 0.97337347 0.41471355 0.18459415 -0.22009673 NA #> 66 -0.539299081 1.09691703 -0.10955952 0.18459415 0.81592587 1.1248956 #> 67 -0.696763764 -0.38560564 -0.55893644 0.01533492 0.29791457 -1.9957662 #> 68 -0.421200569 0.23211214 0.41471355 0.86163107 -0.22009673 -0.2125309 #> 69 2.472212977 0.10856858 2.21222121 -2.18503504 0.55692022 NA #> 70 -0.362151313 -1.37395409 1.68794814 -0.49244276 1.33393718 -0.6583397 #> 71 -0.716446849 0.35565569 -1.68237873 0.18459415 -1.25611934 1.5707044 #> 72 -0.244052801 NA 0.48960970 0.18459415 0.81592587 -0.2125309 #> 73 2.472212977 1.46754769 0.26492124 -0.66170199 -0.22009673 0.2332779 #> 74 -0.007855777 -1.62104120 0.71429816 -0.83096122 1.85194848 -1.9957662 #> 75 -0.244052801 1.22046058 0.41471355 -1.50799813 -0.47910238 1.1248956 #> 76 0.838516893 -0.01497498 1.38836353 0.69237184 -0.47910238 0.2332779 #> 77 -0.145637374 -1.25041054 -0.48404028 -1.67725736 2.11095413 -1.9957662 #> 78 0.543270613 1.59109125 0.19002509 0.69237184 -0.47910238 -0.2125309 #> 79 -0.657397593 -0.50914920 -0.48404028 0.52311261 0.03890892 -1.9957662 #> 80 2.472212977 -0.38560564 1.16367507 -1.50799813 0.81592587 -1.1041485 #> 81 0.681052210 -0.26206209 1.53815583 NA -1.25611934 1.5707044 #> 82 -0.362151313 NA 1.01388277 0.69237184 0.29791457 0.2332779 #> 83 0.956615405 -0.38560564 1.38836353 -0.66170199 0.03890892 0.6790868 #> 84 -0.716446849 -0.38560564 -0.40914413 NA 1.07493153 -0.6583397 #> 85 -0.401517484 -0.01497498 0.11512894 -0.49244276 -0.47910238 0.6790868 #> 86 2.472212977 -0.26206209 0.26492124 -2.18503504 0.81592587 1.1248956 #> 87 2.472212977 -1.49749765 0.63940200 -1.84651659 0.81592587 -0.6583397 #> 88 2.472212977 -1.62104120 1.23857122 -0.49244276 0.81592587 -0.2125309 #> 89 2.472212977 -0.13851853 -1.45769027 -1.00022044 3.40598239 -1.1041485 #> 90 0.149608906 0.60274280 0.11512894 -0.49244276 -0.22009673 NA #> 91 -0.047221948 -0.01497498 1.16367507 0.35385338 -0.47910238 0.2332779 #> 92 -0.657397593 -0.26206209 1.16367507 1.03089029 -0.22009673 1.1248956 #> 93 -0.342468228 -1.62104120 0.48960970 1.03089029 0.55692022 -0.2125309 #> 94 -0.558982167 1.83817836 0.93898661 1.20014952 -0.47910238 0.6790868 #> 95 0.129925821 -1.74458476 0.48960970 0.52311261 -0.47910238 0.2332779 #> 96 -0.736129935 1.34400414 0.04023278 0.86163107 0.29791457 NA #> 97 -0.696763764 -1.62104120 0.78919431 0.35385338 0.03890892 NA #> 98 -0.421200569 1.34400414 1.61305199 -0.15392430 -0.47910238 -1.1041485 #> 99 -0.362151313 0.72628636 1.98753275 NA -0.22009673 0.6790868 #> 100 -0.696763764 -0.26206209 -0.33424798 -0.15392430 1.59294283 -1.1041485 #> 101 2.472212977 -0.38560564 1.08877892 0.01533492 0.55692022 -1.5499574 #> 102 2.472212977 -1.62104120 0.78919431 0.35385338 0.03890892 -0.6583397 #> 103 -0.755813020 -0.38560564 1.38836353 0.52311261 -0.47910238 1.5707044 #> 104 2.472212977 0.10856858 0.04023278 -2.18503504 -0.73810803 -1.1041485 #> 105 2.472212977 1.22046058 0.63940200 -1.16947967 0.29791457 0.2332779 #> 106 -0.539299081 -1.25041054 0.86409046 0.01533492 0.55692022 0.2332779 #> 107 2.472212977 -0.50914920 1.61305199 0.52311261 -0.47910238 1.1248956 #> 108 2.472212977 -0.50914920 1.76284429 0.86163107 -0.47910238 0.2332779 #> 109 -0.440883654 0.10856858 -0.25935183 0.01533492 0.29791457 -0.2125309 #> 110 0.326756674 0.10856858 0.04023278 -0.32318353 0.29791457 -0.2125309 #> 111 -0.362151313 -0.63269276 1.38836353 -0.49244276 0.03890892 1.1248956 #> 112 -0.696763764 0.35565569 -0.55893644 0.35385338 0.03890892 -1.1041485 #> 113 1.133763173 1.46754769 0.56450585 -1.00022044 1.59294283 -1.1041485 #> 114 2.472212977 0.10856858 2.21222121 -1.67725736 -1.25611934 1.5707044 #> 115 2.472212977 -0.63269276 -0.70872874 -1.33873890 0.29791457 0.2332779 #> 116 -0.283418972 1.34400414 1.01388277 0.52311261 0.55692022 0.2332779 #> 117 -0.440883654 0.47919925 0.56450585 0.52311261 -0.22009673 0.2332779 #> 118 0.149608906 0.35565569 1.83774044 0.52311261 1.07493153 -0.2125309 #> 119 0.917249234 -0.75623631 1.76284429 -1.16947967 0.81592587 -0.6583397 #> 120 2.472212977 0.60274280 1.61305199 0.18459415 0.81592587 -1.1041485 #> 121 -0.598348337 1.34400414 0.56450585 -0.32318353 -0.73810803 1.5707044 #> 122 -0.362151313 -1.74458476 0.86409046 -0.32318353 1.33393718 NA #> 123 0.956615405 0.60274280 1.53815583 -2.01577581 1.33393718 NA #> 124 2.472212977 -0.87977987 0.71429816 -1.00022044 2.62896543 -1.1041485 #> 125 2.472212977 1.96172192 0.93898661 1.20014952 1.07493153 0.2332779 #> 126 2.472212977 -1.49749765 0.63940200 -2.01577581 0.55692022 -0.2125309 #> 127 -0.618031423 0.23211214 -0.33424798 1.20014952 -0.73810803 NA #> 128 -0.145637374 1.59109125 0.11512894 -2.18503504 0.29791457 NA #> 129 -0.637714508 0.47919925 -0.63383259 0.52311261 -0.73810803 1.1248956 #> 130 1.625840307 -0.63269276 1.68794814 -0.66170199 1.33393718 1.5707044 #> 131 1.921086587 1.46754769 0.86409046 0.52311261 1.33393718 -1.9957662 #> 132 -0.283418972 -0.13851853 0.19002509 0.18459415 -0.73810803 0.6790868 #> 133 0.818833808 0.23211214 1.61305199 -2.18503504 0.29791457 0.2332779 #> 134 -0.539299081 -0.38560564 -0.63383259 0.35385338 NA NA #> 135 -0.539299081 1.71463481 0.41471355 -0.15392430 0.55692022 -0.6583397 #> 136 -0.558982167 2.20880903 0.93898661 0.01533492 0.03890892 0.2332779 #> 137 -0.362151313 1.71463481 0.56450585 -1.84651659 1.59294283 -0.2125309 #> 138 -0.755813020 0.23211214 -0.25935183 0.35385338 -1.25611934 1.1248956 #> 139 1.921086587 -0.50914920 1.61305199 -2.18503504 -0.47910238 1.5707044 #> 140 2.472212977 0.60274280 1.68794814 0.52311261 0.03890892 0.6790868 #> 141 -0.716446849 -0.13851853 -1.38279411 -0.32318353 2.11095413 -1.1041485 #> 142 -0.637714508 0.60274280 -0.85852105 -0.66170199 0.03890892 -1.1041485 #> 143 -0.440883654 0.97337347 0.86409046 -0.15392430 0.55692022 -1.1041485 #> 144 -0.539299081 0.47919925 2.06242890 -0.15392430 NA NA #> 145 0.444855186 1.83817836 -0.78362489 -1.00022044 0.03890892 0.2332779 #> 146 -0.145637374 0.72628636 1.68794814 -0.83096122 -0.47910238 0.6790868 #> 147 1.232178600 -1.12686698 1.01388277 -1.84651659 NA 0.2332779 #> 148 0.149608906 -1.25041054 0.71429816 -1.16947967 0.03890892 -0.6583397 #> 149 2.472212977 -0.38560564 0.19002509 -0.66170199 -0.22009673 -0.2125309 #> 150 0.681052210 0.47919925 -0.33424798 -0.49244276 0.55692022 -0.2125309 #> 151 2.472212977 1.46754769 0.11512894 -1.67725736 -0.22009673 1.5707044 #> 152 -0.007855777 1.34400414 0.48960970 -1.84651659 0.29791457 -0.2125309 #> 153 -0.755813020 0.97337347 0.41471355 0.35385338 -0.47910238 -0.2125309 #> 154 2.472212977 1.46754769 0.63940200 -2.01577581 0.03890892 0.6790868 #> 155 2.472212977 -0.87977987 0.63940200 -2.18503504 0.03890892 1.5707044 #> 156 -0.007855777 -0.75623631 1.91263660 0.35385338 -0.47910238 0.2332779 #> 157 -0.716446849 -0.01497498 0.04023278 -0.15392430 -0.73810803 -0.2125309 #> 158 2.472212977 0.60274280 0.26492124 -2.01577581 0.81592587 1.5707044 #> 159 0.543270613 0.35565569 1.53815583 -0.15392430 0.03890892 -0.2125309 #> 160 -0.539299081 -1.74458476 1.01388277 -0.66170199 -0.22009673 0.2332779 #> 161 -0.244052801 -0.13851853 -0.18445567 0.01533492 0.55692022 -1.1041485 #> 162 -0.657397593 1.83817836 0.11512894 -0.49244276 1.07493153 0.2332779 #> 163 -0.519615996 1.46754769 0.19002509 -1.16947967 1.59294283 -2.4415750 #> 164 -0.145637374 NA 0.33981739 -2.18503504 -0.22009673 -0.6583397 #> 165 -0.283418972 0.10856858 -0.78362489 0.35385338 -0.22009673 1.1248956 #> 166 2.472212977 -1.12686698 1.31346738 -2.18503504 0.55692022 1.5707044 #> 167 -0.657397593 0.60274280 -0.25935183 0.18459415 NA NA #> 168 2.472212977 0.35565569 0.26492124 -2.01577581 0.55692022 NA #> 169 -0.539299081 -0.38560564 -0.10955952 0.35385338 0.03890892 -1.9957662 #> 170 -0.716446849 -0.26206209 -0.03466337 -1.16947967 -0.47910238 NA #> 171 -0.558982167 -1.62104120 0.48960970 0.86163107 -0.73810803 1.1248956 #> 172 -0.145637374 1.34400414 0.86409046 0.18459415 0.03890892 0.6790868 #> 173 -0.696763764 -0.38560564 1.38836353 0.35385338 -0.99711368 1.1248956 #> 174 -0.598348337 -1.25041054 0.78919431 0.35385338 -0.47910238 1.5707044 #> 175 0.149608906 1.09691703 0.26492124 -1.00022044 -0.22009673 1.5707044 #> 176 -0.716446849 -1.00332342 -0.48404028 -0.49244276 -0.47910238 -0.2125309 #> 177 -0.401517484 1.71463481 0.63940200 0.01533492 -0.22009673 -1.1041485 #> 178 -0.145637374 2.20880903 1.01388277 -0.66170199 0.29791457 0.2332779 #> 179 -0.716446849 0.60274280 0.71429816 -0.32318353 -1.25611934 -0.2125309 #> 180 2.472212977 -0.01497498 1.76284429 -1.67725736 -0.47910238 0.6790868 #> 181 -0.283418972 1.46754769 0.48960970 -2.01577581 -0.22009673 1.5707044 #> 182 -0.637714508 0.60274280 -0.40914413 0.69237184 0.03890892 0.2332779 #> 183 0.956615405 -0.50914920 1.46325968 0.18459415 0.81592587 -1.9957662 #> 184 -0.677080679 0.23211214 -2.13175564 -0.15392430 -0.47910238 0.2332779 #> 185 2.472212977 -0.26206209 0.33981739 -1.67725736 1.07493153 NA #> 186 -0.362151313 -0.50914920 -0.25935183 -1.67725736 0.29791457 0.6790868 #> 187 2.472212977 -0.63269276 -0.63383259 -2.01577581 NA 0.6790868 #> 188 2.472212977 1.59109125 -0.03466337 -0.66170199 2.11095413 -0.6583397 #> 189 -0.558982167 -0.01497498 0.41471355 0.69237184 -1.25611934 0.2332779 #> 190 -0.283418972 -0.63269276 1.98753275 -0.66170199 0.03890892 0.6790868 #> 191 -0.519615996 -0.38560564 0.26492124 -0.49244276 1.33393718 0.2332779 #> 192 2.472212977 NA 0.93898661 -1.16947967 0.55692022 0.6790868 #> 193 -0.716446849 0.60274280 0.71429816 1.03089029 -0.47910238 -1.1041485 #> 194 2.472212977 -1.74458476 0.19002509 -2.18503504 0.03890892 0.2332779 #> 195 -0.283418972 0.72628636 0.56450585 0.35385338 -0.73810803 1.1248956 #> 196 2.314748294 -0.50914920 1.23857122 1.03089029 -1.25611934 0.6790868 #> 197 -0.066905033 1.34400414 0.63940200 -0.32318353 1.07493153 NA #> 198 -0.539299081 0.47919925 -0.48404028 NA 0.29791457 NA #> 199 -0.637714508 0.97337347 1.01388277 NA 0.55692022 -0.6583397 #> 200 -0.637714508 0.84982991 0.78919431 0.69237184 -0.99711368 -0.2125309 #> 201 -0.499932911 1.71463481 0.86409046 0.86163107 -0.99711368 1.5707044 #> 202 2.472212977 1.59109125 0.11512894 -1.84651659 2.11095413 -3.3331927 #> 203 0.543270613 1.59109125 0.93898661 0.01533492 -1.25611934 1.5707044 #> 204 0.149608906 0.60274280 -0.10955952 NA 0.81592587 -2.8873838 #> 205 -0.598348337 0.47919925 0.78919431 0.35385338 -1.25611934 0.6790868 #> 206 -0.637714508 0.35565569 -0.33424798 0.86163107 -0.73810803 0.2332779 #> 207 2.472212977 0.97337347 -0.85852105 -2.18503504 0.55692022 0.2332779 #> 208 2.472212977 1.22046058 0.33981739 -1.33873890 -0.22009673 1.5707044 #> 209 2.472212977 1.46754769 2.51180582 0.35385338 0.03890892 1.1248956 #> 210 -0.283418972 0.60274280 0.86409046 -0.32318353 -0.22009673 -0.2125309 #> 211 -0.598348337 1.71463481 0.86409046 0.01533492 0.03890892 -0.2125309 #> 212 -0.677080679 0.72628636 0.71429816 -0.32318353 1.59294283 -0.6583397 #> 213 -0.421200569 -0.01497498 -0.78362489 0.18459415 -0.99711368 0.2332779 #> 214 -0.362151313 0.60274280 0.04023278 -1.16947967 0.29791457 -1.9957662 #> 215 -0.539299081 -1.74458476 -0.85852105 0.69237184 1.07493153 0.6790868 #> 216 -0.677080679 1.22046058 0.56450585 0.35385338 -0.99711368 1.1248956 #> 217 -0.519615996 0.60274280 0.04023278 -0.83096122 0.29791457 1.5707044 #> 218 0.267707418 0.23211214 -0.48404028 -0.83096122 0.55692022 -1.9957662 #> 219 -0.007855777 -0.26206209 -0.55893644 0.35385338 -0.22009673 1.1248956 #> 220 -0.755813020 -1.74458476 0.04023278 1.20014952 -0.99711368 0.6790868 #> 221 -0.342468228 1.71463481 0.33981739 -0.15392430 0.03890892 -1.1041485 #> 222 -0.145637374 2.08526547 0.78919431 -0.83096122 3.14697674 0.2332779 #> 223 -0.244052801 1.34400414 -0.18445567 0.18459415 -0.22009673 0.2332779 #> 224 -0.716446849 0.84982991 0.26492124 0.01533492 -0.22009673 0.2332779 #> 225 1.330594027 1.09691703 0.71429816 -1.67725736 0.29791457 0.2332779 #> 226 -0.244052801 -0.01497498 -0.33424798 -0.15392430 -0.73810803 -0.6583397 #> 227 -0.362151313 1.46754769 0.93898661 -0.66170199 0.29791457 1.1248956 #> 228 -0.558982167 0.60274280 0.19002509 0.01533492 2.11095413 -1.5499574 #> 229 -0.755813020 -1.00332342 0.63940200 1.03089029 0.03890892 0.6790868 #> 230 -0.440883654 -1.49749765 -1.83217103 1.20014952 1.07493153 -0.2125309 #> 231 -0.637714508 0.97337347 0.11512894 -0.15392430 0.81592587 0.6790868 #> 232 -0.696763764 0.60274280 0.11512894 0.35385338 2.11095413 -0.2125309 #> 233 2.334431379 0.97337347 2.06242890 -1.67725736 -0.47910238 1.1248956 #> 234 -0.283418972 0.60274280 0.63940200 0.52311261 0.03890892 -1.1041485 #> 235 -0.558982167 0.84982991 -0.33424798 -0.66170199 0.03890892 0.2332779 #> 236 -0.755813020 0.47919925 -0.78362489 -0.15392430 0.03890892 -1.1041485 #> 237 0.149608906 -1.25041054 0.48960970 1.03089029 -0.22009673 1.1248956 #> 238 -0.637714508 -0.50914920 -1.08320950 0.86163107 -0.47910238 0.2332779 #> 239 -0.480249825 -0.01497498 -0.93341720 1.03089029 -0.73810803 1.1248956 #> 240 -0.539299081 -0.38560564 -2.13175564 0.69237184 -0.47910238 0.6790868 #> 241 -0.716446849 -0.38560564 -1.98196334 1.03089029 -0.99711368 -0.2125309 #> 242 -0.499932911 0.35565569 -2.05685949 0.18459415 -0.47910238 0.2332779 #> 243 -0.558982167 1.09691703 -0.10955952 0.18459415 0.03890892 -1.1041485 #> 244 -0.736129935 1.34400414 0.19002509 0.69237184 -0.47910238 0.2332779 #> 245 -0.637714508 0.97337347 -1.83217103 0.01533492 -0.73810803 0.2332779 #> 246 -0.244052801 -0.38560564 -0.63383259 0.35385338 -0.22009673 1.1248956 #> 247 -0.637714508 -0.38560564 0.78919431 1.03089029 -1.25611934 0.2332779 #> 248 -0.637714508 0.84982991 -0.48404028 1.20014952 -0.73810803 -1.1041485 #> 249 0.818833808 0.47919925 0.63940200 0.52311261 -0.22009673 0.6790868 #> 250 -0.637714508 1.22046058 0.11512894 -0.15392430 -0.22009673 -0.6583397 #> 251 -0.716446849 0.35565569 1.23857122 1.20014952 0.03890892 -1.1041485 #> 252 -0.539299081 -0.01497498 -0.18445567 0.35385338 -0.22009673 -1.1041485 #> 253 -0.047221948 -1.49749765 1.01388277 1.20014952 0.55692022 0.6790868 #> 254 -0.421200569 -0.75623631 -2.28154795 -1.84651659 0.03890892 -0.6583397 #> 255 -0.618031423 1.22046058 -0.10955952 1.20014952 0.03890892 -1.1041485 #> 256 -0.677080679 1.96172192 0.63940200 0.35385338 1.85194848 -1.1041485 #> 257 -0.736129935 -1.74458476 -1.53258642 1.03089029 0.03890892 0.6790868 #> 258 -0.598348337 1.22046058 2.21222121 -1.67725736 0.81592587 -0.6583397 #> 259 -0.637714508 0.47919925 1.61305199 0.86163107 -0.22009673 -0.2125309 #> 260 -0.440883654 0.84982991 0.48960970 0.86163107 1.33393718 -0.2125309 #> 261 -0.598348337 0.35565569 0.71429816 -0.15392430 -0.99711368 -0.2125309 #> 262 -0.362151313 1.71463481 0.86409046 -1.16947967 0.29791457 0.6790868 #> 263 -0.303102057 1.34400414 0.48960970 -0.83096122 -0.22009673 -1.1041485 #> 264 -0.558982167 -0.01497498 0.04023278 0.52311261 -0.47910238 0.2332779 #> 265 -0.480249825 2.20880903 0.71429816 0.35385338 -0.99711368 1.1248956 #> 266 2.472212977 -0.13851853 0.33981739 0.35385338 -0.47910238 -0.2125309 #> 267 -0.558982167 -0.63269276 -0.85852105 0.86163107 1.85194848 -1.5499574 #> 268 -0.637714508 0.84982991 0.33981739 NA NA -1.9957662 #> 269 -0.716446849 1.09691703 0.11512894 1.20014952 -0.47910238 -0.2125309 #> 270 -0.421200569 -0.26206209 -0.70872874 0.01533492 1.59294283 -1.5499574 #> 271 -0.519615996 -0.38560564 -0.55893644 0.69237184 -0.99711368 -0.2125309 #> 272 -0.539299081 -0.63269276 -1.15810566 0.18459415 -0.22009673 -0.6583397 #> 273 -0.440883654 -0.38560564 -0.70872874 0.69237184 -0.73810803 -0.6583397 #> 274 -0.637714508 -1.00332342 -0.78362489 0.86163107 -0.47910238 0.2332779 #> 275 -0.401517484 -0.63269276 -1.45769027 -0.15392430 0.29791457 -0.6583397 #> 276 -0.145637374 0.35565569 -0.78362489 -0.15392430 -0.22009673 -0.2125309 #> 277 -0.244052801 0.35565569 0.93898661 0.18459415 -0.73810803 -0.2125309 #> 278 -0.519615996 -0.63269276 -0.55893644 0.18459415 -0.73810803 -0.2125309 #> 279 -0.362151313 -0.75623631 1.08877892 1.03089029 -0.73810803 0.6790868 #> 280 2.472212977 -1.49749765 0.48960970 0.35385338 -0.99711368 1.1248956 #> 281 2.472212977 -1.12686698 -1.38279411 0.86163107 -0.73810803 1.1248956 #> 282 -0.047221948 -1.12686698 -1.15810566 1.03089029 -0.99711368 1.1248956 #> 283 -0.047221948 -1.12686698 -0.93341720 1.20014952 -0.99711368 1.1248956 #> 284 0.149608906 -1.49749765 -1.00831335 1.20014952 -0.22009673 1.1248956 #> 285 -0.440883654 0.10856858 -1.08320950 1.20014952 -0.73810803 0.6790868 #> 286 -0.440883654 -1.25041054 -0.70872874 1.20014952 -0.47910238 1.1248956 #> 287 -0.716446849 1.22046058 0.26492124 NA 0.03890892 -1.9957662 #> 288 -0.736129935 0.47919925 -0.40914413 0.52311261 -0.73810803 0.6790868 #> 289 0.110242735 0.47919925 0.19002509 0.01533492 1.33393718 -0.6583397 #> 290 2.472212977 -1.49749765 -1.00831335 -1.33873890 2.11095413 -0.6583397 #> 291 -0.716446849 0.60274280 0.56450585 0.86163107 0.03890892 -1.9957662 #> 292 -0.677080679 1.34400414 0.71429816 0.01533492 -1.25611934 0.6790868 #> 293 0.011827308 0.10856858 0.41471355 0.86163107 -0.73810803 -1.5499574 #> 294 0.936932320 0.23211214 1.16367507 -0.32318353 -1.25611934 1.5707044 #> 295 1.133763173 0.97337347 0.48960970 -0.15392430 -0.99711368 -0.2125309 #> 296 -0.677080679 -0.75623631 -0.33424798 1.03089029 -0.99711368 -0.2125309 #> 297 -0.539299081 -1.00332342 -0.93341720 0.18459415 0.55692022 0.2332779 #> 298 -0.736129935 0.10856858 1.38836353 0.52311261 -1.25611934 0.2332779 #> 299 -0.677080679 -1.25041054 0.78919431 0.52311261 -0.47910238 0.2332779 #> 300 -0.637714508 -0.75623631 -0.55893644 1.03089029 -0.99711368 1.1248956 #> 301 -0.244052801 1.09691703 0.78919431 -0.49244276 1.07493153 -0.2125309 #> 302 2.472212977 -0.75623631 1.91263660 -0.83096122 -0.73810803 -0.6583397 #> 303 -0.440883654 -0.13851853 -1.08320950 0.18459415 1.07493153 -0.6583397 #> 304 -0.244052801 0.84982991 -0.85852105 -0.15392430 0.29791457 1.1248956 #> 305 -0.244052801 -0.50914920 -1.08320950 1.20014952 -0.99711368 1.1248956 #> 306 -0.598348337 1.22046058 -0.85852105 0.35385338 2.11095413 1.5707044 #> 307 -0.244052801 0.47919925 0.04023278 -0.32318353 1.07493153 -0.2125309 #> 308 -0.244052801 -0.13851853 1.68794814 1.03089029 -0.73810803 0.2332779 #> 309 -0.558982167 -1.25041054 1.16367507 0.69237184 -0.73810803 -1.1041485 #> 310 -0.539299081 -1.12686698 1.08877892 0.86163107 -0.99711368 0.6790868 #> 311 0.149608906 0.84982991 0.93898661 0.01533492 0.81592587 -0.2125309 #> 312 -0.440883654 -1.49749765 -1.38279411 -0.49244276 1.07493153 -0.6583397 #> 313 -0.342468228 -0.63269276 -1.75727488 -0.32318353 1.85194848 -0.6583397 #> 314 -0.047221948 0.97337347 0.04023278 -1.84651659 -0.99711368 1.1248956 #> 315 -0.657397593 -1.62104120 0.19002509 0.52311261 0.03890892 -0.2125309 #> 316 -0.480249825 -1.37395409 0.48960970 -0.15392430 1.33393718 0.2332779 #> 317 -0.342468228 -0.87977987 -2.05685949 -0.49244276 0.03890892 -0.6583397 #> 318 1.133763173 0.10856858 1.08877892 -0.66170199 0.55692022 -0.6583397 #> 319 -0.716446849 1.22046058 -0.18445567 1.03089029 -0.22009673 -0.6583397 #> 320 -0.342468228 0.60274280 0.04023278 1.03089029 -0.73810803 1.5707044 #> 321 -0.539299081 1.71463481 -0.10955952 0.35385338 -0.22009673 0.6790868 #> 322 -0.440883654 0.84982991 -0.03466337 1.20014952 -0.73810803 1.5707044 #> 323 -0.637714508 0.60274280 0.04023278 1.20014952 -0.99711368 0.6790868 #> 324 -0.283418972 0.84982991 -0.10955952 -2.18503504 -0.47910238 -0.2125309 #> 325 -0.637714508 0.47919925 -0.40914413 0.69237184 -0.99711368 -0.2125309 #> 326 -0.244052801 0.84982991 -0.55893644 -0.15392430 -0.47910238 -0.2125309 #> 327 -0.716446849 1.09691703 1.08877892 0.18459415 0.81592587 -0.2125309 #> 328 -0.047221948 -0.50914920 -0.33424798 -0.32318353 0.29791457 -1.1041485 #> 329 -0.696763764 -0.38560564 -2.58113256 1.20014952 -0.99711368 1.1248956 #> 330 -0.677080679 NA -0.33424798 1.20014952 -0.47910238 -1.5499574 #> 331 -0.539299081 0.23211214 -1.53258642 1.20014952 -0.47910238 -0.2125309 #> 332 -0.755813020 -0.13851853 -0.85852105 -1.67725736 0.03890892 0.2332779 #> 333 -0.755813020 0.47919925 -1.45769027 -0.49244276 0.55692022 0.6790868 #> 334 2.472212977 1.83817836 0.93898661 -2.18503504 0.03890892 1.1248956 #> 335 -0.696763764 0.60274280 -1.98196334 0.69237184 -1.25611934 1.5707044 #> 336 -0.401517484 -1.00332342 -1.23300181 0.35385338 -0.99711368 1.5707044 #> 337 -0.244052801 0.84982991 0.04023278 -0.49244276 1.07493153 -1.5499574 #> 338 -0.539299081 1.22046058 0.86409046 0.01533492 -0.73810803 1.5707044 #> 339 -0.244052801 1.71463481 1.38836353 0.35385338 1.07493153 0.2332779 #> 340 -0.440883654 -0.50914920 -1.00831335 1.20014952 -1.25611934 1.5707044 #> 341 -0.342468228 -0.75623631 -2.05685949 1.20014952 -0.99711368 1.1248956 #> 342 -0.440883654 -1.12686698 -1.83217103 0.86163107 0.29791457 1.1248956 #> 343 -0.440883654 -0.50914920 -1.75727488 1.20014952 -0.73810803 -1.5499574 #> 344 -0.342468228 NA -1.75727488 1.03089029 -1.25611934 1.5707044 #> 345 -0.558982167 -0.50914920 -1.53258642 -0.32318353 -0.73810803 0.2332779 #> 346 -0.244052801 2.95007036 -0.85852105 0.52311261 -0.73810803 -0.2125309 #> 347 -0.440883654 -1.12686698 -0.18445567 0.52311261 -0.99711368 0.2332779 #> 348 -0.539299081 0.60274280 0.04023278 -0.49244276 1.33393718 -1.1041485 #> 349 -0.716446849 -0.13851853 -1.15810566 1.20014952 -1.25611934 1.5707044 #> 350 -0.736129935 0.72628636 -1.00831335 0.86163107 -0.99711368 0.6790868 #> 351 0.149608906 0.23211214 -0.25935183 -1.84651659 -0.73810803 -0.6583397 #> 352 -0.677080679 1.34400414 0.93898661 1.20014952 -1.25611934 1.1248956 #> 353 -0.440883654 -0.38560564 -0.70872874 0.35385338 -0.47910238 -1.5499574 #> 354 -0.558982167 -0.50914920 -0.85852105 1.03089029 -0.47910238 -0.2125309 #> 355 -0.480249825 -0.63269276 -0.78362489 0.18459415 -0.22009673 -0.6583397 #> 356 -0.519615996 -0.50914920 0.11512894 -0.15392430 1.59294283 -1.5499574 #> 357 -0.440883654 1.22046058 1.01388277 -1.00022044 -0.73810803 -0.2125309 #> 358 -0.539299081 -0.75623631 -2.28154795 NA -0.47910238 0.2332779 #> 359 -0.342468228 -0.01497498 1.23857122 0.01533492 0.29791457 -1.1041485 #> 360 -0.480249825 0.47919925 0.63940200 1.20014952 -0.99711368 0.2332779 #> 361 -0.401517484 1.46754769 0.93898661 -0.32318353 0.03890892 -0.2125309 #> 362 -0.480249825 0.23211214 0.41471355 0.35385338 -0.73810803 -0.6583397 #> 363 0.110242735 -0.26206209 1.68794814 1.03089029 -1.25611934 0.6790868 #> 364 0.346439759 -1.74458476 -0.70872874 0.18459415 -0.47910238 1.1248956 #> 365 -0.637714508 -0.75623631 -0.85852105 0.69237184 -0.99711368 0.2332779 #> 366 -0.696763764 -0.75623631 -0.03466337 1.20014952 -1.25611934 1.5707044 #> 367 -0.736129935 -1.25041054 -0.70872874 1.20014952 -1.25611934 1.5707044 #> 368 -0.145637374 -0.01497498 0.63940200 0.18459415 0.03890892 -0.2125309 #> 369 -0.283418972 0.35565569 -0.03466337 0.86163107 0.03890892 -0.6583397 #> 370 -0.736129935 -0.38560564 0.33981739 0.86163107 -0.73810803 1.1248956 #> 371 -0.342468228 0.60274280 -1.15810566 0.86163107 -0.99711368 0.6790868 #> 372 -0.047221948 0.84982991 -0.40914413 -0.49244276 -0.47910238 0.2332779 #> 373 0.129925821 1.09691703 -0.10955952 -1.33873890 1.59294283 0.2332779 #> 374 -0.755813020 -0.38560564 -0.03466337 1.03089029 1.07493153 -1.9957662 #> 375 0.543270613 1.83817836 1.01388277 0.86163107 -0.22009673 -0.2125309 #> 376 -0.716446849 -0.13851853 0.04023278 0.01533492 0.81592587 -2.4415750 #> 377 -0.696763764 -1.49749765 -1.68237873 0.01533492 -0.47910238 0.2332779 #> 378 -0.047221948 0.23211214 -0.18445567 0.69237184 -0.73810803 1.5707044 #> 379 0.149608906 -1.25041054 -0.40914413 -1.00022044 -0.73810803 0.2332779 #> 380 -0.244052801 -0.26206209 -0.10955952 -2.01577581 0.03890892 -0.6583397 #> 381 0.543270613 -0.75623631 -0.63383259 -1.00022044 1.59294283 -0.6583397 #> 382 -0.558982167 -1.12686698 -0.48404028 0.69237184 0.03890892 -1.5499574 #> 383 0.543270613 0.35565569 -0.85852105 -0.49244276 0.29791457 0.2332779 #> 384 -0.696763764 1.71463481 0.86409046 -0.83096122 1.33393718 -1.1041485 #> 385 -0.716446849 0.23211214 -0.33424798 0.18459415 -0.73810803 0.6790868 #> 386 -0.558982167 -1.12686698 -0.55893644 1.20014952 -0.99711368 -0.2125309 #> 387 -0.637714508 -0.13851853 0.86409046 1.03089029 -1.25611934 1.1248956 #> 388 -0.342468228 0.60274280 -0.48404028 -1.50799813 1.07493153 0.6790868 #> 389 -0.736129935 0.47919925 0.04023278 0.69237184 0.03890892 0.6790868 #> 390 -0.618031423 0.35565569 -0.33424798 0.35385338 0.55692022 -1.9957662 #> 391 1.527424880 0.72628636 -0.48404028 -1.84651659 0.81592587 -1.1041485 #> 392 -0.480249825 0.47919925 0.41471355 0.52311261 -0.47910238 -0.2125309 #> 393 -0.716446849 -1.37395409 1.16367507 1.20014952 -0.73810803 -0.2125309 #> 394 -0.440883654 -1.12686698 -1.45769027 0.01533492 1.33393718 0.2332779 #> 395 -0.539299081 -0.38560564 -1.75727488 -0.15392430 1.33393718 -0.2125309 #> 396 -0.145637374 -0.75623631 1.23857122 -1.84651659 2.36995978 -0.2125309 #> 397 -0.539299081 -0.38560564 -1.60748257 -0.32318353 1.33393718 -0.6583397 #> 398 -0.539299081 0.10856858 -0.93341720 -0.32318353 1.33393718 -0.6583397 #> 399 1.527424880 -1.49749765 0.71429816 -1.33873890 0.81592587 -0.2125309 #> 400 -0.283418972 -0.26206209 2.21222121 0.01533492 -0.73810803 1.1248956 #> 401 -0.637714508 -0.01497498 -0.70872874 -1.84651659 0.03890892 0.2332779 #> 402 1.527424880 -0.87977987 1.23857122 -0.32318353 0.03890892 0.2332779 #> 403 1.133763173 1.34400414 0.19002509 -0.83096122 2.62896543 -1.1041485 #> 404 -0.480249825 1.34400414 0.78919431 0.52311261 -0.22009673 1.1248956 #> 405 -0.677080679 -1.62104120 -0.78362489 1.20014952 0.55692022 -0.2125309 #> 406 -0.047221948 0.10856858 -0.03466337 1.20014952 -0.22009673 -1.1041485 #> 407 1.921086587 0.23211214 0.11512894 0.35385338 -0.73810803 0.2332779 #> 408 -0.716446849 0.72628636 -0.55893644 0.69237184 -0.99711368 -0.2125309 #> 409 -0.618031423 0.47919925 0.78919431 -1.00022044 0.03890892 -2.4415750 #> 410 -0.539299081 0.72628636 0.26492124 0.01533492 0.29791457 -0.2125309 #> 411 0.740101466 0.60274280 0.48960970 -1.84651659 0.29791457 1.1248956 #> 412 -0.736129935 -1.74458476 -0.85852105 1.03089029 -0.73810803 -0.6583397 #> 413 -0.716446849 -1.00332342 0.71429816 1.03089029 -0.47910238 -0.2125309 #> 414 -0.047221948 -1.37395409 1.08877892 0.52311261 0.03890892 -0.2125309 #> 415 -0.736129935 -1.74458476 1.01388277 0.86163107 -0.73810803 -0.2125309 #> 416 -0.696763764 -0.75623631 1.16367507 0.69237184 -0.22009673 -0.2125309 #> 417 -0.755813020 -1.37395409 -0.10955952 1.03089029 0.29791457 -1.1041485 #> 418 -0.362151313 -1.49749765 0.48960970 -0.66170199 -0.22009673 -0.2125309 #> 419 -0.283418972 -0.75623631 -0.40914413 -1.67725736 1.33393718 -0.6583397 #> 420 -0.342468228 0.60274280 0.48960970 -0.32318353 -0.47910238 -0.2125309 #> 421 1.921086587 2.33235258 1.01388277 -0.49244276 1.59294283 -0.2125309 #> 422 -0.558982167 -0.13851853 -1.30789796 0.18459415 -0.47910238 0.2332779 #> 423 -0.047221948 0.35565569 1.61305199 -1.67725736 1.07493153 0.6790868 #> 424 -0.736129935 1.22046058 -1.83217103 0.18459415 -0.47910238 -0.2125309 #> 425 -0.440883654 0.60274280 -0.48404028 -0.83096122 -0.47910238 -1.1041485 #> 426 2.472212977 -1.12686698 0.63940200 -2.01577581 0.55692022 -1.1041485 #> 427 -0.047221948 -0.13851853 0.41471355 0.18459415 -0.22009673 0.2332779 #> 428 0.740101466 0.35565569 -0.18445567 -1.00022044 -0.22009673 0.6790868 #> 429 1.527424880 1.83817836 -1.45769027 -1.84651659 -0.47910238 0.6790868 #> 430 2.314748294 1.22046058 0.41471355 0.35385338 -0.22009673 1.5707044 #> 431 -0.696763764 -0.75623631 -1.68237873 1.03089029 -0.99711368 -0.6583397 #> 432 -0.696763764 0.10856858 -1.23300181 0.18459415 0.81592587 -0.6583397 #> 433 -0.755813020 0.60274280 0.56450585 0.52311261 0.03890892 -0.2125309 #> 434 -0.716446849 -0.13851853 -0.03466337 1.03089029 -0.47910238 0.2332779 #> 435 -0.558982167 0.47919925 2.66159812 0.69237184 0.29791457 -0.6583397 #> 436 -0.696763764 -0.26206209 -0.03466337 1.20014952 0.29791457 -0.2125309 #> 437 -0.283418972 0.35565569 -0.55893644 0.35385338 0.29791457 -1.5499574 #> 438 -0.342468228 0.23211214 0.41471355 -1.16947967 0.03890892 -0.2125309 #> 439 -0.283418972 -0.87977987 1.53815583 0.52311261 -0.73810803 1.1248956 #> 440 -0.696763764 1.09691703 -0.25935183 0.52311261 0.29791457 -1.5499574 #> 441 -0.421200569 0.10856858 -0.25935183 NA -0.47910238 -1.1041485 #> 442 -0.244052801 -0.01497498 -0.03466337 -0.49244276 0.81592587 1.1248956 #> 443 -0.342468228 -1.62104120 0.11512894 -0.83096122 1.59294283 1.1248956 #> 444 0.444855186 0.84982991 -0.18445567 0.69237184 -0.22009673 -0.2125309 #> 445 -0.480249825 0.72628636 -0.78362489 0.35385338 0.55692022 -2.4415750 #> 446 -0.047221948 -0.01497498 -0.78362489 -1.67725736 -0.22009673 0.2332779 #> 447 -0.440883654 0.60274280 0.41471355 0.01533492 0.03890892 0.2332779 #> 448 0.740101466 NA 1.38836353 -0.83096122 0.03890892 -0.6583397 #> 449 -0.696763764 0.97337347 0.19002509 -0.15392430 0.55692022 -1.1041485 #> 450 0.149608906 -1.00332342 0.93898661 -0.15392430 0.81592587 0.2332779 #> 451 -0.244052801 -1.00332342 -0.48404028 0.69237184 -0.99711368 1.1248956 #> 452 -0.637714508 -0.38560564 -0.63383259 1.20014952 -0.47910238 0.2332779 #> 453 -0.677080679 0.10856858 NA 1.20014952 -0.73810803 0.6790868 #> 454 -0.716446849 0.23211214 -2.28154795 1.03089029 -1.25611934 1.1248956 #> 455 -0.716446849 1.34400414 -2.13175564 0.52311261 -0.99711368 0.2332779 #> 456 -0.007855777 0.35565569 0.26492124 -1.00022044 1.59294283 -2.4415750 #> 457 -0.637714508 -0.26206209 -0.03466337 1.03089029 -1.25611934 1.5707044 #> 458 -0.244052801 1.96172192 0.78919431 -1.33873890 -1.25611934 0.2332779 #> 459 -0.539299081 0.84982991 0.19002509 1.03089029 -1.25611934 0.6790868 #> 460 -0.637714508 0.35565569 -0.93341720 1.03089029 -0.22009673 1.1248956 #> 461 -0.637714508 1.34400414 0.33981739 0.52311261 -0.99711368 0.2332779 #> 462 1.724255734 -0.01497498 1.68794814 0.35385338 -0.22009673 0.6790868 #> 463 2.314748294 1.96172192 1.16367507 -2.18503504 -0.22009673 -0.2125309 #> 464 2.472212977 0.97337347 0.19002509 -0.66170199 1.07493153 -1.1041485 #> 465 -0.362151313 -0.13851853 1.61305199 -1.67725736 0.29791457 -0.2125309 #> 466 -0.362151313 0.47919925 -0.03466337 -1.67725736 0.55692022 0.2332779 #> 467 -0.244052801 -0.50914920 -0.03466337 -1.67725736 0.55692022 -0.2125309 #> 468 -0.440883654 0.10856858 0.33981739 0.86163107 -1.25611934 1.1248956 #> 469 -0.637714508 -0.87977987 -0.40914413 0.86163107 -0.73810803 -0.2125309 #> 470 -0.696763764 -0.38560564 -1.38279411 1.03089029 -1.25611934 0.2332779 #> 471 1.527424880 0.60274280 0.41471355 -1.67725736 1.33393718 0.2332779 #> 472 -0.716446849 -1.62104120 -1.45769027 1.03089029 -1.25611934 1.5707044 #> 473 -0.716446849 -0.26206209 -1.08320950 0.69237184 -0.47910238 -0.2125309 #> 474 -0.637714508 0.60274280 0.19002509 1.20014952 -0.73810803 0.6790868 #> 475 -0.440883654 -1.37395409 0.48960970 1.20014952 -0.73810803 0.6790868 #> 476 -0.736129935 -0.13851853 -0.78362489 NA -1.25611934 1.5707044 #> 477 0.346439759 -1.74458476 0.19002509 -1.00022044 0.03890892 -0.6583397 #> 478 -0.440883654 -0.87977987 -1.15810566 0.86163107 0.55692022 -0.2125309 #> 479 -0.716446849 -1.49749765 0.04023278 1.20014952 -1.25611934 1.1248956 #> 480 -0.637714508 -0.13851853 -2.13175564 0.35385338 -0.47910238 0.2332779 #> 481 0.818833808 -1.49749765 0.93898661 -1.84651659 2.11095413 1.1248956 #> 482 -0.677080679 0.35565569 0.33981739 0.69237184 -1.25611934 -0.6583397 #> 483 2.472212977 -0.50914920 1.61305199 0.01533492 -0.99711368 1.5707044 #> 484 -0.047221948 0.35565569 -1.75727488 -0.32318353 -0.73810803 0.6790868 #> 485 -0.047221948 -0.01497498 -0.85852105 -0.32318353 -0.22009673 0.2332779 #> 486 -0.440883654 -0.38560564 -1.15810566 -0.32318353 -0.47910238 1.5707044 #> 487 0.267707418 1.22046058 0.71429816 -0.15392430 0.55692022 0.6790868 #> 488 -0.716446849 1.59109125 0.26492124 1.20014952 -1.25611934 -0.6583397 #> 489 -0.696763764 -1.62104120 -0.93341720 1.20014952 -0.99711368 1.1248956 #> 490 -0.598348337 1.22046058 0.78919431 0.52311261 -0.99711368 -0.2125309 #> 491 -0.637714508 -0.01497498 -1.60748257 0.35385338 -0.47910238 0.2332779 #> 492 -0.558982167 -0.75623631 -1.15810566 0.35385338 -0.99711368 -0.2125309 #> 493 -0.283418972 1.22046058 0.86409046 -0.66170199 0.03890892 -0.2125309 #> 494 -0.598348337 -0.01497498 -1.68237873 0.35385338 -0.47910238 -1.1041485 #> 495 -0.283418972 NA -0.78362489 0.01533492 0.55692022 -1.1041485 #> 496 -0.618031423 0.23211214 -1.83217103 0.35385338 -0.22009673 -0.2125309 #> 497 -0.519615996 0.60274280 0.63940200 0.69237184 -0.99711368 -0.2125309 #> 498 -0.598348337 -0.26206209 -0.55893644 0.01533492 -0.22009673 -1.1041485 #> 499 -0.401517484 -0.75623631 -0.78362489 0.01533492 1.33393718 -1.5499574 #> 500 -0.499932911 -0.01497498 -0.70872874 1.03089029 -0.47910238 -0.2125309 #> 501 -0.519615996 -0.75623631 -0.48404028 0.69237184 2.62896543 0.2332779 #> 502 0.149608906 0.10856858 -0.33424798 -2.18503504 -0.99711368 -0.2125309 #> 503 -0.716446849 -0.75623631 -0.55893644 0.69237184 -0.73810803 0.2332779 #> 504 -0.736129935 1.09691703 -0.55893644 0.35385338 1.85194848 -0.2125309 #> 505 0.051193479 0.35565569 0.48960970 -1.84651659 -0.22009673 -0.6583397 #> 506 -0.519615996 1.71463481 0.86409046 -0.83096122 1.59294283 -0.6583397 #> 507 -0.539299081 -1.12686698 -1.60748257 0.01533492 1.07493153 -0.6583397 #> 508 -0.440883654 -1.25041054 1.38836353 -0.66170199 1.59294283 -0.6583397 #> 509 -0.440883654 -1.12686698 -1.38279411 -0.32318353 0.81592587 -1.1041485 #> 510 -0.677080679 0.84982991 0.56450585 -0.66170199 1.85194848 -2.8873838 #> 511 -0.677080679 -0.50914920 0.93898661 0.86163107 -0.47910238 0.2332779 #> 512 -0.539299081 0.23211214 -0.03466337 -0.15392430 0.29791457 -1.5499574 #> 513 -0.637714508 -1.74458476 -1.38279411 -0.49244276 0.81592587 1.1248956 #> 514 -0.539299081 0.84982991 0.26492124 0.86163107 -1.25611934 0.6790868 #> 515 -0.303102057 1.46754769 0.63940200 0.52311261 -0.99711368 1.1248956 #> 516 -0.558982167 -0.87977987 1.23857122 0.18459415 2.62896543 -1.9957662 #> 517 -0.283418972 0.97337347 -0.03466337 -0.49244276 -0.99711368 1.1248956 #> 518 2.472212977 -0.26206209 1.83774044 -1.50799813 2.11095413 NA #> 519 2.472212977 -1.74458476 0.86409046 -2.18503504 1.85194848 -0.2125309 #> 520 -0.421200569 0.23211214 0.33981739 1.03089029 -0.47910238 0.2332779 #> 521 -0.598348337 -0.87977987 0.63940200 1.03089029 -1.25611934 0.2332779 #> 522 0.385805930 1.71463481 -0.40914413 -0.32318353 3.40598239 0.6790868 #> 523 -0.440883654 -1.74458476 -0.18445567 0.69237184 -0.73810803 -0.2125309 #> 524 -0.696763764 -0.26206209 -1.38279411 0.52311261 -0.22009673 -0.2125309 #> 525 -0.637714508 -0.26206209 0.41471355 0.52311261 -1.25611934 1.5707044 #> 526 -0.440883654 -0.38560564 -0.85852105 0.52311261 -0.22009673 -1.5499574 #> 527 -0.677080679 0.72628636 -0.10955952 0.86163107 -0.73810803 -0.6583397 #> 528 -0.657397593 -0.01497498 -0.33424798 0.86163107 -0.99711368 1.1248956 #> 529 -0.598348337 0.35565569 -0.55893644 0.86163107 0.03890892 -1.5499574 #> 530 -0.637714508 0.47919925 0.19002509 0.86163107 -0.73810803 1.1248956 #> 531 -0.145637374 0.84982991 -0.18445567 -0.66170199 2.11095413 -1.9957662 #> 532 -0.736129935 -1.00332342 -0.63383259 1.20014952 -1.25611934 1.5707044 #> 533 -0.480249825 -0.50914920 -0.25935183 -0.66170199 0.03890892 -0.2125309 #> 534 -0.539299081 0.47919925 -0.40914413 0.86163107 -0.73810803 0.2332779 #> 535 -0.716446849 -0.13851853 -0.93341720 1.03089029 -0.73810803 -0.2125309 #> 536 -0.677080679 -0.63269276 -0.40914413 1.20014952 -0.99711368 0.2332779 #> 537 -0.598348337 1.09691703 -1.00831335 1.20014952 -0.47910238 -0.2125309 #> 538 -0.342468228 0.84982991 -1.83217103 -2.18503504 -0.99711368 -0.6583397 #> 539 -0.637714508 0.35565569 -0.25935183 -0.15392430 1.33393718 -1.9957662 #> 540 -0.047221948 1.22046058 -0.40914413 NA 0.03890892 -0.2125309 #> 541 -0.440883654 1.46754769 0.71429816 -0.66170199 NA -0.2125309 #> 542 -0.716446849 1.34400414 0.04023278 0.35385338 -0.73810803 0.6790868 #> 543 2.472212977 -0.26206209 0.86409046 0.52311261 -0.73810803 1.1248956 #> 544 -0.755813020 -1.74458476 -0.10955952 1.20014952 -0.99711368 0.2332779 #> 545 2.472212977 -1.25041054 -0.93341720 1.03089029 -1.25611934 1.1248956 #> 546 -0.362151313 -1.37395409 -0.70872874 0.52311261 -0.99711368 0.6790868 #> 547 -0.342468228 -1.12686698 -0.03466337 0.01533492 -0.73810803 1.5707044 #> 548 -0.047221948 0.35565569 0.63940200 -1.33873890 1.33393718 -0.2125309 #> 549 -0.480249825 -0.26206209 -0.85852105 0.35385338 1.33393718 -1.5499574 #> 550 -0.440883654 0.35565569 -1.68237873 0.35385338 -0.99711368 -1.1041485 #> 551 -0.047221948 -1.25041054 -1.00831335 -0.32318353 -0.73810803 1.1248956 #> 552 -0.716446849 0.23211214 -0.70872874 1.20014952 -0.73810803 1.1248956 #> 553 -0.736129935 0.84982991 -0.25935183 1.20014952 -0.47910238 -0.2125309 #> 554 -0.244052801 0.72628636 -0.33424798 1.20014952 -0.73810803 1.5707044 #> 555 -0.558982167 -1.49749765 -2.20665179 0.86163107 -1.25611934 -0.2125309 #> 556 -0.677080679 -1.12686698 -0.78362489 1.20014952 -0.99711368 1.5707044 #> 557 -0.283418972 -0.13851853 0.56450585 -1.67725736 3.92399369 1.1248956 #> 558 0.051193479 0.47919925 -1.38279411 -2.18503504 3.40598239 1.1248956 #> 559 -0.047221948 0.23211214 -1.00831335 -1.67725736 0.55692022 1.1248956 #> 560 -0.244052801 -0.63269276 -0.03466337 -0.32318353 4.18299934 1.1248956 #> 561 -0.283418972 -0.13851853 0.33981739 -1.00022044 1.07493153 1.1248956 #> 562 0.149608906 0.47919925 -0.40914413 -0.15392430 -0.22009673 1.5707044 #> 563 0.818833808 -1.25041054 0.86409046 -1.00022044 0.81592587 0.2332779 #> 564 -0.598348337 2.20880903 0.56450585 0.35385338 -1.25611934 -0.6583397 #> 565 -0.047221948 -1.12686698 -1.68237873 -0.49244276 -0.73810803 1.5707044 #> 566 -0.637714508 1.59109125 0.33981739 0.86163107 -1.25611934 1.1248956 #> 567 -0.539299081 1.46754769 -0.03466337 1.20014952 -1.25611934 1.5707044 #> 568 -0.047221948 -1.74458476 0.71429816 0.01533492 -0.99711368 0.6790868 #> 569 -0.362151313 NA 1.98753275 -0.49244276 0.29791457 -0.2125309 #> 570 2.472212977 1.83817836 0.56450585 -2.01577581 1.85194848 -0.6583397 #> 571 2.314748294 -1.25041054 -0.55893644 -0.49244276 0.81592587 -0.6583397 #> 572 2.354114465 -0.13851853 1.61305199 -2.01577581 0.55692022 0.2332779 #> 573 1.133763173 0.97337347 -0.33424798 -2.18503504 2.11095413 -0.6583397 #> 574 1.330594027 0.35565569 -0.40914413 -0.66170199 2.11095413 -0.6583397 #> 575 1.921086587 0.60274280 0.63940200 -1.84651659 0.55692022 -0.6583397 #> 576 -0.342468228 -0.01497498 -0.33424798 0.01533492 -0.47910238 -0.2125309 #> 577 -0.539299081 0.72628636 -0.33424798 -0.66170199 -0.22009673 -1.1041485 #> 578 -0.145637374 -1.74458476 0.48960970 1.03089029 0.81592587 -1.1041485 #> 579 -0.244052801 -0.38560564 -1.98196334 -0.66170199 -1.25611934 1.5707044 #> 580 -0.047221948 -1.74458476 0.71429816 0.01533492 0.55692022 -0.6583397 #> 581 -0.637714508 -0.13851853 0.26492124 -2.18503504 -0.22009673 1.1248956 #> 582 -0.342468228 1.46754769 0.19002509 1.03089029 0.29791457 -1.1041485 #> 583 -0.598348337 1.09691703 0.71429816 0.52311261 1.07493153 -1.9957662 #> 584 -0.145637374 0.47919925 1.83774044 0.01533492 0.29791457 -1.1041485 #> 585 -0.637714508 -0.75623631 -1.30789796 1.20014952 -0.47910238 0.2332779 #> 586 -0.244052801 -0.01497498 0.41471355 1.20014952 1.33393718 -1.9957662 #> 587 -0.637714508 0.84982991 0.63940200 1.03089029 -0.47910238 0.2332779 #> 588 1.133763173 0.35565569 -0.85852105 -2.18503504 0.03890892 -0.2125309 #> 589 -0.598348337 -0.50914920 0.04023278 -0.49244276 -0.22009673 -0.2125309 #> 590 0.267707418 -1.62104120 0.78919431 -0.83096122 -1.25611934 0.6790868 #> 591 -0.047221948 1.71463481 0.86409046 0.52311261 -0.99711368 -0.2125309 #> 592 -0.244052801 0.84982991 -0.10955952 -2.18503504 0.81592587 -1.5499574 #> 593 0.346439759 0.84982991 1.83774044 -1.16947967 0.29791457 -1.1041485 #> 594 1.133763173 -1.25041054 -0.48404028 -0.66170199 -0.22009673 0.6790868 #> 595 -0.440883654 -1.62104120 1.01388277 -1.00022044 -1.25611934 1.5707044 #> 596 -0.145637374 0.47919925 -1.90706718 -2.01577581 1.59294283 -1.9957662 #> 597 2.472212977 -1.74458476 -0.78362489 -0.49244276 1.33393718 -1.1041485 #> 598 -0.401517484 -1.00332342 -1.00831335 0.86163107 0.03890892 -0.6583397 #> 599 0.346439759 0.47919925 -0.03466337 -2.18503504 1.59294283 -1.5499574 #> 600 -0.362151313 1.59109125 -1.90706718 -1.84651659 1.33393718 -0.2125309 #> 601 -0.440883654 0.47919925 1.83774044 -0.49244276 0.29791457 0.2332779 #> 602 0.543270613 1.96172192 0.33981739 -1.84651659 -0.47910238 0.2332779 #> 603 -0.342468228 -0.38560564 -0.78362489 0.01533492 1.85194848 -0.6583397 #> 604 -0.716446849 0.23211214 0.04023278 1.20014952 -1.25611934 0.6790868 #> 605 -0.480249825 -0.01497498 -1.90706718 1.03089029 -0.99711368 0.6790868 #> 606 -0.637714508 0.97337347 0.26492124 1.03089029 -0.47910238 -2.4415750 #> 607 -0.539299081 -0.63269276 -0.48404028 1.20014952 1.59294283 0.2332779 #> 608 -0.440883654 -1.12686698 -1.38279411 1.03089029 1.33393718 -0.6583397 #> 609 -0.440883654 0.10856858 -1.75727488 0.86163107 1.85194848 0.2332779 #> 610 -0.637714508 -0.50914920 -0.25935183 0.86163107 -0.99711368 1.5707044 #> 611 -0.401517484 -1.37395409 -1.30789796 0.35385338 0.03890892 0.6790868 #> 612 -0.539299081 -1.25041054 -1.15810566 -0.49244276 -0.47910238 0.2332779 #> 613 0.110242735 -1.37395409 0.33981739 -0.66170199 0.55692022 -1.1041485 #> 614 0.740101466 -1.12686698 -1.53258642 -1.16947967 -0.47910238 1.1248956 #> 615 0.681052210 1.22046058 0.41471355 0.69237184 0.29791457 0.2332779 #> 616 -0.716446849 NA -1.75727488 0.69237184 -0.73810803 -0.6583397 #> 617 -0.716446849 0.47919925 -2.20665179 0.01533492 -0.99711368 0.6790868 #> 618 -0.677080679 -1.12686698 -1.75727488 0.69237184 -0.99711368 1.5707044 #> 619 -0.440883654 0.35565569 -1.08320950 0.52311261 -0.73810803 -0.2125309 #> 620 -0.440883654 0.60274280 -1.00831335 -0.83096122 0.81592587 1.1248956 #> 621 -0.677080679 0.35565569 -0.18445567 0.69237184 -0.22009673 -1.1041485 #> 622 -0.716446849 0.10856858 -0.33424798 1.03089029 -1.25611934 -0.2125309 #> 623 -0.677080679 0.84982991 0.48960970 0.69237184 -0.99711368 -0.6583397 #> 624 -0.539299081 -1.25041054 -1.38279411 -0.66170199 -0.22009673 1.5707044 #> 625 -0.637714508 0.97337347 -0.03466337 -0.15392430 2.36995978 -2.8873838 #> 626 -0.637714508 -1.00332342 -1.38279411 0.69237184 -0.99711368 1.1248956 #> 627 -0.539299081 -1.62104120 -1.08320950 -1.16947967 -0.22009673 1.1248956 #> 628 -0.677080679 0.72628636 0.04023278 -1.33873890 -0.47910238 0.6790868 #> 629 -0.716446849 0.72628636 0.86409046 0.52311261 -0.47910238 0.6790868 #> 630 0.267707418 1.96172192 0.71429816 0.69237184 -0.22009673 0.6790868 #> 631 -0.716446849 -0.38560564 -0.03466337 0.69237184 -0.47910238 0.2332779 #> 632 -0.677080679 -1.25041054 0.78919431 -1.33873890 -0.22009673 -0.6583397 #> 633 -0.283418972 -1.37395409 -0.78362489 0.86163107 -0.73810803 -0.6583397 #> 634 -0.440883654 0.35565569 0.33981739 0.86163107 0.29791457 -0.6583397 #> 635 0.543270613 1.59109125 1.01388277 -0.32318353 1.33393718 -1.5499574 #> 636 -0.677080679 -1.62104120 -1.75727488 1.20014952 -0.73810803 -1.1041485 #> 637 -0.696763764 -0.63269276 -2.20665179 0.35385338 -0.99711368 -0.2125309 #> 638 -0.637714508 -0.50914920 0.19002509 0.69237184 -0.99711368 -0.2125309 #> 639 -0.637714508 1.34400414 -0.70872874 0.52311261 -0.73810803 0.6790868 #> 640 -0.637714508 -0.87977987 1.16367507 -0.32318353 0.29791457 -1.1041485 #> 641 2.472212977 1.59109125 -1.68237873 0.69237184 0.55692022 -1.1041485 #> 642 -0.047221948 -1.12686698 0.71429816 -0.15392430 0.55692022 1.1248956 #> 643 -0.047221948 -0.01497498 -0.70872874 0.01533492 -0.73810803 1.5707044 #> 644 -0.244052801 -0.01497498 -0.85852105 -0.15392430 0.03890892 1.5707044 #> 645 -0.244052801 -1.25041054 -0.85852105 0.35385338 -0.99711368 1.5707044 #> 646 -0.283418972 -1.12686698 -0.93341720 0.18459415 -0.22009673 -0.2125309 #> 647 -0.558982167 0.35565569 1.76284429 NA -0.47910238 -0.2125309 #> 648 -0.047221948 -0.01497498 -0.48404028 -0.83096122 -0.22009673 -0.2125309 #> 649 -0.637714508 -0.87977987 1.23857122 0.52311261 -0.22009673 0.2332779 #> 650 -0.755813020 -0.38560564 -2.35644410 0.86163107 -0.47910238 -0.2125309 #> 651 -0.558982167 -1.74458476 -1.23300181 0.86163107 -0.47910238 1.1248956 #> 652 -0.007855777 1.59109125 0.78919431 -0.15392430 -0.47910238 1.1248956 #> 653 -0.007855777 -1.12686698 -0.25935183 -0.66170199 0.03890892 -1.5499574 #> 654 0.444855186 1.22046058 1.16367507 -1.50799813 0.29791457 -0.6583397 #> 655 -0.736129935 -0.87977987 -0.70872874 1.20014952 -1.25611934 1.5707044 #> 656 -0.637714508 -0.50914920 -0.48404028 1.03089029 -0.99711368 1.1248956 #> 657 0.051193479 -0.75623631 -0.93341720 0.01533492 0.03890892 1.1248956 #> 658 0.248024333 0.35565569 0.11512894 0.35385338 -0.99711368 1.1248956 #> 659 0.149608906 0.10856858 0.48960970 0.35385338 -0.99711368 1.5707044 #> 660 -0.145637374 0.35565569 0.19002509 -0.66170199 0.29791457 1.1248956 #> 661 -0.047221948 0.35565569 0.93898661 0.52311261 -0.47910238 1.1248956 #> 662 -0.539299081 -1.00332342 -0.55893644 0.86163107 0.03890892 -0.2125309 #> 663 -0.677080679 -0.26206209 0.11512894 1.03089029 1.07493153 -2.8873838 #> 664 -0.342468228 -0.75623631 -1.00831335 -0.15392430 -0.99711368 0.2332779 #> 665 -0.736129935 0.10856858 -0.18445567 1.03089029 -0.47910238 -0.2125309 #> 666 -0.736129935 -1.00332342 -1.23300181 1.03089029 0.29791457 0.2332779 #> 667 -0.755813020 -1.74458476 0.33981739 1.03089029 -0.47910238 -0.2125309 #> 668 -0.558982167 0.47919925 0.26492124 1.03089029 -0.73810803 -1.1041485 #> 669 -0.440883654 -1.49749765 -2.13175564 1.20014952 -0.47910238 0.2332779 #> 670 -0.637714508 -1.37395409 -0.78362489 0.52311261 0.03890892 0.2332779 #> 671 0.149608906 -1.00332342 1.16367507 0.52311261 -0.22009673 -0.6583397 #> 672 -0.519615996 -0.26206209 -1.38279411 0.35385338 -0.73810803 -0.6583397 #> 673 -0.401517484 -0.87977987 -0.40914413 0.18459415 -0.47910238 -1.5499574 #> 674 1.133763173 -1.37395409 0.93898661 NA -0.73810803 1.1248956 #> 675 1.133763173 -0.26206209 -0.70872874 -1.16947967 0.29791457 -1.9957662 #> 676 -0.244052801 -1.12686698 1.53815583 1.03089029 -0.47910238 -0.2125309 #> 677 1.527424880 0.60274280 1.76284429 -1.16947967 -0.73810803 1.1248956 #> 678 1.133763173 1.22046058 0.56450585 -0.32318353 -0.47910238 0.2332779 #> 679 -0.637714508 -1.37395409 -0.93341720 1.03089029 -0.99711368 -0.2125309 #> 680 1.527424880 1.22046058 0.78919431 0.35385338 -1.25611934 1.1248956 #> 681 -0.716446849 -1.37395409 -2.50623640 1.20014952 -0.99711368 1.1248956 #> 682 -0.716446849 -0.87977987 -1.98196334 1.03089029 -1.25611934 0.6790868 #> 683 -0.736129935 -0.13851853 -0.03466337 0.86163107 -1.25611934 0.6790868 #> 684 -0.637714508 0.60274280 -0.18445567 0.01533492 -0.73810803 0.6790868 #> 685 -0.657397593 1.59109125 0.04023278 0.86163107 -0.99711368 0.2332779 #> 686 -0.657397593 -1.37395409 1.16367507 1.03089029 -0.22009673 0.2332779 #> 687 -0.598348337 -1.62104120 -0.78362489 1.03089029 -0.73810803 0.2332779 #> 688 -0.440883654 -1.00332342 1.16367507 0.86163107 -0.47910238 0.2332779 #> 689 -0.637714508 -1.74458476 1.23857122 1.03089029 0.03890892 -0.2125309 #> 690 2.314748294 0.23211214 0.48960970 0.18459415 -0.22009673 -0.2125309 #> 691 1.133763173 0.35565569 -0.40914413 0.01533492 -1.25611934 1.1248956 #> 692 -0.440883654 -0.50914920 -1.53258642 -0.66170199 1.07493153 -0.2125309 #> 693 0.267707418 0.10856858 0.26492124 -0.49244276 0.03890892 -0.2125309 #> 694 -0.696763764 -1.12686698 -1.23300181 1.03089029 -0.47910238 0.2332779 #> 695 -0.145637374 1.46754769 -0.78362489 -1.84651659 -0.99711368 0.6790868 #> 696 1.527424880 1.83817836 1.46325968 -0.83096122 0.03890892 0.2332779 #> 697 0.346439759 -1.62104120 0.56450585 0.69237184 2.88797109 -1.1041485 #> 698 -0.637714508 0.97337347 0.04023278 -2.01577581 -0.47910238 -1.5499574 #> 699 -0.558982167 0.84982991 0.26492124 0.01533492 -0.47910238 0.2332779 #> 700 -0.421200569 0.47919925 -0.55893644 -1.84651659 1.59294283 -1.5499574 #> 701 -0.637714508 -0.75623631 0.04023278 0.35385338 0.29791457 -1.1041485 #> 702 -0.696763764 -1.12686698 -0.40914413 1.20014952 0.03890892 -0.2125309 #> 703 -0.480249825 -0.75623631 1.23857122 -0.83096122 1.59294283 -0.2125309 #> 704 -0.755813020 0.47919925 -0.33424798 1.20014952 -0.73810803 -0.2125309 #> 705 -0.677080679 -0.38560564 -0.48404028 0.86163107 0.03890892 -0.2125309 #> 706 -0.637714508 1.34400414 0.78919431 -0.66170199 0.29791457 -0.2125309 #> 707 -0.716446849 -0.87977987 -0.40914413 0.52311261 -0.73810803 -0.6583397 #> 708 -0.637714508 -0.13851853 1.31346738 0.86163107 -1.25611934 -0.2125309 #> 709 -0.244052801 -1.00332342 0.93898661 -0.32318353 -0.47910238 -0.6583397 #> 710 -0.637714508 -0.87977987 0.19002509 1.03089029 -1.25611934 0.2332779 #> 711 -0.657397593 0.84982991 -0.55893644 1.20014952 -0.99711368 -0.2125309 #> 712 -0.125954289 -1.12686698 0.63940200 -2.18503504 1.33393718 0.2332779 #> 713 -0.539299081 -1.49749765 -0.33424798 -0.15392430 -0.22009673 -1.5499574 #> 714 -0.145637374 -1.74458476 0.11512894 NA 0.55692022 0.2332779 #> 715 -0.421200569 -0.63269276 -0.48404028 0.01533492 -0.22009673 -0.2125309 #> 716 2.472212977 -0.38560564 -0.48404028 -0.66170199 2.88797109 0.2332779 #> 717 2.472212977 -0.01497498 -0.78362489 -0.83096122 0.55692022 -0.2125309 #> 718 -0.637714508 -1.62104120 0.56450585 0.69237184 -0.99711368 -0.6583397 #> 719 -0.716446849 -0.75623631 -0.63383259 1.20014952 -1.25611934 0.6790868 #> 720 -0.440883654 1.34400414 0.11512894 -0.32318353 0.81592587 -1.1041485 #> 721 -0.716446849 -1.37395409 -1.53258642 1.03089029 -0.99711368 1.1248956 #> 722 -0.677080679 -1.49749765 -0.55893644 1.20014952 0.03890892 0.6790868 #> 723 -0.539299081 0.84982991 -0.18445567 0.86163107 -0.73810803 0.2332779 #> 724 0.818833808 -0.01497498 -0.33424798 -2.01577581 0.81592587 -0.6583397 #> 725 0.051193479 -0.50914920 -0.40914413 0.35385338 1.33393718 -1.1041485 #> 726 -0.047221948 0.72628636 0.71429816 0.18459415 0.29791457 -1.1041485 #> 727 0.936932320 -0.26206209 1.08877892 -2.18503504 0.29791457 -0.6583397 #> 728 -0.145637374 -0.01497498 -0.10955952 0.86163107 -0.47910238 -1.1041485 #> 729 0.543270613 1.71463481 1.08877892 0.01533492 2.11095413 -0.6583397 #> 730 -0.736129935 0.10856858 -2.65602871 0.52311261 -0.47910238 -0.2125309 #> 731 -0.440883654 -0.26206209 -0.10955952 0.01533492 -0.22009673 -0.2125309 #> 732 -0.145637374 0.23211214 0.33981739 -0.15392430 3.40598239 -1.5499574 #> 733 -0.677080679 0.10856858 0.19002509 0.86163107 -0.47910238 1.1248956 #> 734 -0.244052801 0.84982991 -0.48404028 -2.01577581 0.03890892 0.6790868 #> 735 -0.755813020 -1.49749765 0.48960970 0.86163107 -0.47910238 1.1248956 #> 736 0.818833808 1.46754769 0.11512894 0.35385338 0.03890892 -0.2125309 #> 737 -0.637714508 -0.87977987 1.08877892 0.86163107 -0.47910238 -0.6583397 #> 738 -0.342468228 0.35565569 0.41471355 0.35385338 -0.99711368 0.6790868 #> 739 0.346439759 1.83817836 0.86409046 1.03089029 0.55692022 1.1248956 #> 740 -0.716446849 1.22046058 0.78919431 1.20014952 -0.99711368 1.1248956 #> 741 -0.322785142 0.47919925 -0.10955952 -2.18503504 1.59294283 0.6790868 #> 742 -0.598348337 -0.50914920 0.04023278 0.86163107 -0.99711368 0.2332779 #> 743 -0.342468228 1.22046058 -0.25935183 0.18459415 0.81592587 -1.5499574 #> 744 -0.539299081 0.10856858 -0.33424798 1.20014952 -0.22009673 -0.2125309 #> 745 0.149608906 0.60274280 1.46325968 -1.33873890 0.03890892 -0.6583397 #> 746 -0.480249825 -0.26206209 -0.70872874 0.69237184 -0.47910238 -0.2125309 #> 747 -0.598348337 -0.50914920 -1.38279411 0.35385338 -1.25611934 -0.6583397 #> 748 -0.401517484 -0.01497498 -0.70872874 0.35385338 -0.47910238 -1.5499574 #> 749 -0.421200569 0.72628636 -0.25935183 -0.32318353 0.29791457 0.6790868 #> 750 0.543270613 0.97337347 0.33981739 0.18459415 0.55692022 0.2332779 #> 751 2.472212977 0.35565569 1.31346738 -1.16947967 -1.25611934 1.5707044 #> 752 -0.736129935 1.34400414 0.48960970 -1.67725736 -1.25611934 1.5707044 #> 753 -0.244052801 0.47919925 -0.33424798 0.01533492 0.55692022 -0.2125309 #> 754 0.543270613 0.72628636 0.63940200 -0.83096122 -0.22009673 0.2332779 #> 755 2.472212977 0.10856858 0.41471355 0.86163107 -0.22009673 -1.5499574 #> 756 -0.657397593 -1.62104120 0.26492124 1.03089029 -0.22009673 -0.2125309 #> 757 -0.716446849 -0.01497498 -0.25935183 0.86163107 -0.73810803 1.1248956 #> 758 -0.755813020 1.46754769 0.78919431 -1.00022044 -1.25611934 0.6790868 #> 759 -0.440883654 1.22046058 -0.40914413 -0.66170199 0.81592587 -0.6583397 #> 760 -0.677080679 -1.25041054 0.19002509 0.69237184 -0.73810803 0.6790868 #> 761 -0.558982167 -0.75623631 -0.10955952 0.52311261 -0.73810803 1.1248956 #> 762 -0.657397593 0.47919925 0.33981739 -0.49244276 1.59294283 -1.5499574 #> 763 -0.716446849 -0.01497498 1.16367507 0.86163107 -0.99711368 1.1248956 #> 764 -0.558982167 0.72628636 -0.70872874 1.03089029 0.81592587 -1.1041485 #> 765 -0.696763764 0.23211214 0.48960970 0.86163107 -1.25611934 1.5707044 #> 766 -0.716446849 0.72628636 -2.58113256 1.20014952 -0.99711368 1.1248956 #> 767 -0.440883654 -1.62104120 0.71429816 0.18459415 0.29791457 -0.6583397 #> 768 -0.440883654 -0.63269276 -1.38279411 0.18459415 -0.99711368 1.1248956 #> 769 0.110242735 -0.75623631 1.16367507 0.69237184 -0.99711368 1.5707044 #> 770 -0.637714508 -0.38560564 -0.70872874 0.86163107 -0.73810803 1.5707044 #> 771 -0.736129935 0.47919925 0.33981739 1.20014952 -1.25611934 1.5707044 #> 772 -0.716446849 -0.13851853 -0.85852105 0.69237184 -1.25611934 -0.2125309 #> 773 -0.677080679 1.09691703 0.86409046 0.35385338 -0.73810803 -0.2125309 #> 774 -0.677080679 1.22046058 -0.03466337 1.20014952 -0.99711368 -0.2125309 #> 775 -0.677080679 0.60274280 -0.03466337 0.01533492 -0.99711368 0.6790868 #> 776 -0.677080679 -0.75623631 -0.93341720 0.52311261 0.29791457 -1.5499574 #> 777 -0.755813020 1.59109125 1.01388277 0.86163107 -0.47910238 -1.1041485 #> 778 -0.755813020 -1.74458476 -1.53258642 0.52311261 -0.22009673 -0.6583397 #> 779 -0.677080679 -1.25041054 -1.08320950 0.69237184 0.29791457 -0.6583397 #> 780 -0.342468228 -0.26206209 1.46325968 -0.15392430 -0.22009673 0.2332779 #> 781 -0.440883654 -0.01497498 0.19002509 0.86163107 -0.99711368 -0.6583397 #> 782 -0.716446849 -0.75623631 -0.25935183 0.69237184 0.03890892 -1.5499574 #> 783 -0.421200569 -1.37395409 -0.63383259 0.01533492 -0.99711368 0.6790868 #> 784 -0.283418972 -1.25041054 -0.18445567 0.35385338 -0.73810803 -0.6583397 #> 785 0.543270613 0.10856858 -0.33424798 -0.66170199 1.07493153 -1.9957662 #> 786 -0.677080679 0.23211214 -1.45769027 0.18459415 -0.22009673 0.2332779 #> 787 -0.421200569 -1.49749765 -0.48404028 -1.50799813 1.85194848 -1.9957662 #> 788 -0.283418972 -0.63269276 -0.25935183 0.18459415 0.03890892 -0.2125309 #> 789 -0.558982167 1.09691703 -0.33424798 -1.50799813 0.03890892 0.2332779 #> 790 -0.755813020 -1.12686698 -1.23300181 1.20014952 -0.73810803 0.6790868 #> 791 -0.736129935 -0.75623631 -0.55893644 1.20014952 -0.47910238 0.6790868 #> 792 -0.716446849 -1.49749765 -0.10955952 1.03089029 -0.47910238 -1.9957662 #> 793 -0.696763764 -0.63269276 1.23857122 0.86163107 -0.73810803 -2.4415750 #> 794 1.921086587 0.97337347 0.63940200 -0.83096122 0.29791457 -1.1041485 #> 795 -0.755813020 1.46754769 -2.28154795 0.86163107 -1.25611934 0.6790868 #> 796 -0.677080679 -0.38560564 -2.35644410 0.86163107 -0.22009673 -0.6583397 #> 797 -0.696763764 0.97337347 -2.43134025 0.86163107 0.29791457 -0.2125309 #> 798 -0.677080679 -0.87977987 -0.40914413 1.03089029 -0.47910238 -0.2125309 #> 799 -0.696763764 -0.26206209 -0.10955952 1.20014952 -0.47910238 -0.6583397 #> 800 -0.244052801 1.22046058 -0.93341720 -0.15392430 0.29791457 1.1248956 #> 801 -0.047221948 0.60274280 1.08877892 -0.15392430 -0.73810803 1.1248956 #> 802 0.149608906 -0.13851853 -1.60748257 -0.66170199 0.55692022 1.5707044 #> 803 -0.145637374 0.23211214 -0.25935183 -0.32318353 0.81592587 1.1248956 #> 804 -0.007855777 -0.63269276 1.08877892 -1.67725736 0.81592587 -0.2125309 #> 805 -0.047221948 0.10856858 0.11512894 0.69237184 -0.73810803 1.1248956 #> 806 2.472212977 -0.26206209 1.23857122 0.69237184 -0.47910238 1.1248956 #> 807 2.117917441 -0.01497498 1.16367507 0.52311261 -0.99711368 0.6790868 #> 808 2.472212977 1.22046058 0.71429816 -0.15392430 -0.99711368 0.6790868 #> 809 2.472212977 1.34400414 1.76284429 -0.83096122 -0.73810803 1.5707044 #> 810 2.472212977 0.97337347 1.76284429 -0.66170199 -0.73810803 1.1248956 #> 811 -0.558982167 0.23211214 -1.83217103 -0.15392430 -0.73810803 0.2332779 #> 812 -0.716446849 0.35565569 -1.53258642 0.69237184 -0.73810803 0.2332779 #> 813 -0.677080679 -1.00332342 -0.78362489 0.18459415 -0.73810803 0.2332779 #> 814 -0.401517484 -0.50914920 0.04023278 -0.32318353 0.29791457 -1.5499574 #> 815 -0.637714508 -1.25041054 -1.15810566 1.03089029 -0.73810803 -0.2125309 #> 816 -0.716446849 -0.26206209 -0.63383259 0.86163107 0.03890892 -0.2125309 #> 817 -0.244052801 0.23211214 1.23857122 0.86163107 0.55692022 -0.6583397 #> 818 -0.677080679 0.97337347 -0.03466337 0.86163107 0.03890892 -1.1041485 #> 819 -0.637714508 -0.75623631 -0.03466337 1.20014952 -0.99711368 1.1248956 #> 820 -0.637714508 -1.74458476 -1.38279411 0.01533492 -0.47910238 -0.6583397 #> 821 -0.598348337 -1.37395409 -0.85852105 1.03089029 -1.25611934 0.2332779 #> 822 -0.440883654 -0.87977987 -1.00831335 1.03089029 2.62896543 -0.2125309 #> 823 -0.539299081 -1.12686698 -1.30789796 0.69237184 1.59294283 -0.2125309 #> 824 -0.440883654 -1.37395409 -1.60748257 0.35385338 1.07493153 -1.1041485 #> 825 -0.539299081 -1.12686698 -1.08320950 0.52311261 0.29791457 1.1248956 #> 826 -0.440883654 -1.37395409 -1.00831335 0.86163107 0.81592587 1.5707044 #> 827 -0.342468228 -1.25041054 -1.38279411 1.03089029 3.14697674 0.6790868 #> 828 -0.696763764 -0.13851853 -0.33424798 0.01533492 -0.22009673 -1.9957662 #> 829 -0.755813020 -0.63269276 -0.48404028 1.03089029 0.55692022 -1.5499574 #> 830 -0.440883654 -1.37395409 -0.70872874 -0.83096122 0.03890892 -0.2125309 #> 831 -0.637714508 0.84982991 -1.15810566 0.86163107 -0.22009673 1.5707044 #> 832 0.149608906 -0.01497498 1.23857122 -0.83096122 -0.47910238 1.1248956 #> 833 -0.440883654 -0.50914920 0.11512894 0.69237184 -1.25611934 1.5707044 #> 834 -0.342468228 0.72628636 -0.10955952 0.86163107 -0.47910238 -0.6583397 #> 835 -0.736129935 -1.00332342 -0.40914413 1.03089029 -0.47910238 -0.6583397 #> 836 -0.696763764 -0.63269276 -0.48404028 0.86163107 0.03890892 -0.6583397 #> 837 -0.736129935 -0.63269276 0.63940200 1.03089029 -0.47910238 -0.6583397 #> 838 -0.598348337 0.84982991 0.26492124 1.03089029 -1.25611934 -0.2125309 #> 839 -0.145637374 -1.62104120 -2.50623640 0.52311261 -0.73810803 1.1248956 #> 840 -0.145637374 -1.12686698 -1.83217103 0.01533492 1.07493153 1.1248956 #> 841 -0.244052801 0.84982991 -1.53258642 -1.84651659 0.55692022 1.1248956 #> 842 -0.047221948 0.72628636 0.48960970 0.18459415 0.03890892 1.1248956 #> 843 -0.539299081 0.35565569 0.33981739 0.86163107 -0.73810803 0.6790868 #> 844 -0.637714508 -0.01497498 -0.70872874 0.86163107 -0.47910238 0.6790868 #> 845 -0.677080679 -1.25041054 -0.78362489 1.03089029 -0.99711368 0.2332779 #> 846 -0.736129935 -1.49749765 -0.93341720 0.52311261 -0.73810803 -1.1041485 #> 847 -0.558982167 1.83817836 0.19002509 1.03089029 -1.25611934 1.5707044 #> 848 -0.558982167 -0.50914920 -0.40914413 1.03089029 -0.99711368 -1.1041485 #> 849 -0.716446849 -0.01497498 -0.48404028 1.03089029 -0.47910238 0.2332779 #> 850 -0.558982167 -0.13851853 -0.70872874 0.86163107 -0.73810803 1.1248956 #> 851 -0.696763764 -1.62104120 -1.08320950 0.86163107 -0.99711368 0.2332779 #> 852 -0.440883654 -1.74458476 -1.68237873 -0.32318353 -0.47910238 1.1248956 #> 853 -0.716446849 1.09691703 -0.48404028 1.03089029 -0.47910238 -0.2125309 #> 854 -0.637714508 -0.13851853 -1.38279411 1.20014952 -1.25611934 1.5707044 #> 855 -0.244052801 0.47919925 -0.55893644 -0.32318353 -0.22009673 0.6790868 #> 856 -0.558982167 0.97337347 -1.68237873 0.18459415 -0.99711368 0.6790868 #> 857 -0.637714508 2.45589614 -0.70872874 0.69237184 -0.47910238 1.5707044 #> 858 -0.637714508 -1.62104120 -1.45769027 0.52311261 -0.22009673 -1.1041485 #> 859 -0.283418972 1.22046058 0.33981739 0.69237184 0.55692022 -1.9957662 #> 860 -0.677080679 -1.00332342 -1.23300181 1.20014952 -1.25611934 0.2332779 #> 861 -0.716446849 0.35565569 -0.78362489 1.20014952 -0.99711368 1.5707044 #> 862 -0.440883654 -1.25041054 -0.63383259 1.20014952 -0.47910238 0.6790868 #> 863 -0.736129935 0.23211214 0.04023278 1.03089029 -0.47910238 0.2332779 #> 864 -0.696763764 0.60274280 0.26492124 1.03089029 -0.22009673 -1.1041485 #> 865 -0.440883654 1.34400414 0.26492124 0.86163107 -0.22009673 -0.2125309 #> 866 -0.480249825 0.10856858 -1.90706718 1.20014952 -0.99711368 1.1248956 #> 867 -0.598348337 -0.01497498 0.63940200 0.86163107 -0.99711368 0.2332779 #> 868 -0.499932911 -1.49749765 0.78919431 0.86163107 -0.73810803 1.1248956 #> 869 -0.558982167 -1.00332342 -0.40914413 0.69237184 -0.22009673 -0.2125309 #> 870 -0.736129935 -0.50914920 -1.15810566 1.20014952 -1.25611934 1.5707044 #> 871 -0.716446849 -1.37395409 -1.15810566 1.20014952 -1.25611934 1.5707044 #> 872 -0.755813020 -0.50914920 -1.53258642 1.20014952 -0.99711368 0.2332779 #> 873 -0.755813020 -0.75623631 -0.33424798 1.20014952 -0.73810803 -0.6583397 #> 874 -0.716446849 0.23211214 -0.85852105 1.20014952 -0.73810803 -1.5499574 #> 875 -0.637714508 -0.38560564 0.11512894 1.20014952 -1.25611934 1.5707044 #> 876 -0.716446849 -1.74458476 -0.63383259 1.20014952 0.29791457 -0.6583397 #> 877 -0.558982167 0.47919925 1.08877892 -1.84651659 0.81592587 -1.1041485 #> 878 -0.244052801 -0.01497498 -1.08320950 0.01533492 -0.22009673 -0.6583397 #> 879 -0.145637374 -0.75623631 1.91263660 -0.49244276 3.14697674 -1.5499574 #> 880 -0.637714508 -0.13851853 -0.40914413 1.20014952 -0.99711368 -0.6583397 #> 881 1.133763173 0.47919925 -0.33424798 1.20014952 -0.73810803 -1.1041485 #> 882 -0.677080679 -0.63269276 -1.45769027 1.20014952 -1.25611934 -0.6583397 #> 883 -0.637714508 0.23211214 -0.03466337 1.20014952 -0.47910238 -1.1041485 #> 884 -0.440883654 0.97337347 0.86409046 -1.00022044 0.81592587 -1.5499574 #> 885 -0.047221948 -1.49749765 -1.08320950 -0.32318353 1.59294283 -1.1041485 #> 886 -0.047221948 -0.01497498 1.53815583 0.01533492 2.62896543 0.2332779 #> 887 -0.047221948 0.23211214 1.68794814 -1.84651659 1.59294283 -1.1041485 #> 888 -0.716446849 -1.12686698 -0.93341720 -0.15392430 -0.73810803 0.6790868 #> 889 -0.244052801 -1.74458476 0.56450585 0.69237184 -0.22009673 0.2332779 #> 890 -0.283418972 1.71463481 0.56450585 0.69237184 0.55692022 -1.1041485 #> 891 -0.440883654 -0.63269276 -1.00831335 0.69237184 -1.25611934 1.5707044 #> 892 -0.342468228 -0.26206209 -0.63383259 0.18459415 -0.73810803 -0.2125309 #> 893 -0.244052801 -0.50914920 -1.30789796 -0.32318353 1.33393718 1.1248956 #> 894 0.149608906 1.34400414 0.48960970 -0.49244276 2.88797109 -0.6583397 #> 895 -0.440883654 1.46754769 -0.25935183 0.18459415 0.03890892 -1.5499574 #> 896 -0.539299081 0.84982991 0.11512894 1.20014952 0.29791457 -1.1041485 #> 897 1.330594027 -1.74458476 -1.15810566 -1.00022044 0.81592587 -0.6583397 #> 898 -0.283418972 0.35565569 2.13732505 0.52311261 -0.99711368 1.5707044 #> 899 0.838516893 0.10856858 -1.30789796 0.18459415 -0.99711368 0.2332779 #> 900 2.314748294 -0.63269276 1.31346738 -1.33873890 0.55692022 0.6790868 #> 901 -0.637714508 -1.74458476 -0.70872874 1.20014952 -0.47910238 0.6790868 #> 902 -0.677080679 -1.49749765 -0.63383259 0.69237184 -0.47910238 0.2332779 #> 903 NA NA NA NA NA NA #> 904 NA NA NA NA NA NA #> 905 NA NA NA NA NA NA #> 906 NA NA NA NA NA NA #> 907 NA NA NA NA NA NA #> 908 NA NA NA NA NA NA #> quol_5_z #> 1 -0.06947491 #> 2 -0.82257457 #> 3 -1.38739931 #> 4 -0.44602474 #> 5 0.87189966 #> 6 -1.19912439 #> 7 1.06017457 #> 8 1.06017457 #> 9 -1.19912439 #> 10 0.11880000 #> 11 -2.51704879 #> 12 0.87189966 #> 13 -0.44602474 #> 14 -1.19912439 #> 15 -1.19912439 #> 16 -1.57567422 #> 17 0.30707491 #> 18 -0.06947491 #> 19 0.11880000 #> 20 -0.82257457 #> 21 0.11880000 #> 22 1.24844948 #> 23 0.68362474 #> 24 0.11880000 #> 25 0.30707491 #> 26 -2.70532370 #> 27 -0.82257457 #> 28 -0.06947491 #> 29 -1.95222405 #> 30 0.11880000 #> 31 -1.01084948 #> 32 0.68362474 #> 33 -0.44602474 #> 34 -2.51704879 #> 35 -1.95222405 #> 36 -0.25774983 #> 37 -1.95222405 #> 38 0.30707491 #> 39 -0.63429965 #> 40 -1.76394913 #> 41 -0.63429965 #> 42 -0.06947491 #> 43 -1.19912439 #> 44 0.30707491 #> 45 -1.01084948 #> 46 -0.25774983 #> 47 -1.01084948 #> 48 -1.01084948 #> 49 -0.06947491 #> 50 0.68362474 #> 51 -1.95222405 #> 52 0.11880000 #> 53 -1.01084948 #> 54 -1.01084948 #> 55 1.06017457 #> 56 -0.06947491 #> 57 -0.82257457 #> 58 -2.14049896 #> 59 -1.76394913 #> 60 -2.70532370 #> 61 -2.70532370 #> 62 0.11880000 #> 63 1.06017457 #> 64 -1.76394913 #> 65 0.68362474 #> 66 0.30707491 #> 67 -1.76394913 #> 68 0.87189966 #> 69 -2.51704879 #> 70 NA #> 71 0.87189966 #> 72 -0.63429965 #> 73 -0.82257457 #> 74 -1.95222405 #> 75 0.87189966 #> 76 -0.25774983 #> 77 -1.76394913 #> 78 1.24844948 #> 79 0.11880000 #> 80 -1.01084948 #> 81 1.62499931 #> 82 NA #> 83 -1.38739931 #> 84 -2.51704879 #> 85 -0.06947491 #> 86 -1.95222405 #> 87 -1.95222405 #> 88 -0.44602474 #> 89 -2.14049896 #> 90 NA #> 91 -0.25774983 #> 92 1.06017457 #> 93 -1.19912439 #> 94 1.24844948 #> 95 0.87189966 #> 96 -2.14049896 #> 97 -0.06947491 #> 98 0.49534983 #> 99 NA #> 100 -0.63429965 #> 101 -0.63429965 #> 102 0.11880000 #> 103 0.49534983 #> 104 -0.44602474 #> 105 0.30707491 #> 106 -1.19912439 #> 107 -0.25774983 #> 108 1.43672440 #> 109 0.11880000 #> 110 0.49534983 #> 111 -0.25774983 #> 112 -0.25774983 #> 113 -2.14049896 #> 114 2.00154914 #> 115 -1.01084948 #> 116 -0.82257457 #> 117 -0.06947491 #> 118 -0.82257457 #> 119 -0.82257457 #> 120 -1.76394913 #> 121 0.68362474 #> 122 -0.63429965 #> 123 -1.38739931 #> 124 -2.14049896 #> 125 -0.25774983 #> 126 -0.06947491 #> 127 -1.76394913 #> 128 -1.19912439 #> 129 -1.19912439 #> 130 -0.06947491 #> 131 -1.38739931 #> 132 0.30707491 #> 133 -0.63429965 #> 134 -0.63429965 #> 135 -0.82257457 #> 136 0.87189966 #> 137 1.06017457 #> 138 0.49534983 #> 139 1.06017457 #> 140 -1.95222405 #> 141 -1.76394913 #> 142 0.68362474 #> 143 -0.25774983 #> 144 1.62499931 #> 145 -0.06947491 #> 146 0.11880000 #> 147 -0.06947491 #> 148 -0.82257457 #> 149 0.87189966 #> 150 -0.06947491 #> 151 0.68362474 #> 152 -0.82257457 #> 153 0.49534983 #> 154 -0.25774983 #> 155 -1.01084948 #> 156 1.43672440 #> 157 0.68362474 #> 158 -1.19912439 #> 159 -0.25774983 #> 160 -0.06947491 #> 161 0.11880000 #> 162 -1.76394913 #> 163 -2.51704879 #> 164 0.68362474 #> 165 -0.06947491 #> 166 -1.19912439 #> 167 0.49534983 #> 168 -1.19912439 #> 169 -0.06947491 #> 170 0.49534983 #> 171 0.68362474 #> 172 -1.19912439 #> 173 1.24844948 #> 174 0.49534983 #> 175 -0.25774983 #> 176 0.87189966 #> 177 0.87189966 #> 178 -0.06947491 #> 179 1.81327422 #> 180 0.87189966 #> 181 0.87189966 #> 182 0.87189966 #> 183 -1.19912439 #> 184 0.30707491 #> 185 -1.95222405 #> 186 -2.70532370 #> 187 -0.63429965 #> 188 -1.38739931 #> 189 0.49534983 #> 190 0.87189966 #> 191 0.49534983 #> 192 0.49534983 #> 193 -0.63429965 #> 194 -0.63429965 #> 195 -1.19912439 #> 196 -0.06947491 #> 197 -0.63429965 #> 198 -2.32877388 #> 199 1.06017457 #> 200 -1.57567422 #> 201 -0.44602474 #> 202 -2.51704879 #> 203 0.49534983 #> 204 -0.82257457 #> 205 -0.25774983 #> 206 0.49534983 #> 207 -0.44602474 #> 208 -1.38739931 #> 209 -0.06947491 #> 210 -0.06947491 #> 211 0.11880000 #> 212 0.49534983 #> 213 1.06017457 #> 214 -1.01084948 #> 215 0.11880000 #> 216 0.49534983 #> 217 0.49534983 #> 218 0.49534983 #> 219 1.24844948 #> 220 2.00154914 #> 221 0.30707491 #> 222 0.30707491 #> 223 -0.06947491 #> 224 -1.01084948 #> 225 0.49534983 #> 226 -1.19912439 #> 227 0.68362474 #> 228 -1.38739931 #> 229 -0.82257457 #> 230 -2.70532370 #> 231 -0.25774983 #> 232 0.30707491 #> 233 0.68362474 #> 234 -0.63429965 #> 235 -1.76394913 #> 236 1.06017457 #> 237 0.11880000 #> 238 -0.06947491 #> 239 1.06017457 #> 240 1.06017457 #> 241 0.49534983 #> 242 1.06017457 #> 243 -0.25774983 #> 244 -0.06947491 #> 245 0.68362474 #> 246 0.87189966 #> 247 0.11880000 #> 248 1.06017457 #> 249 0.49534983 #> 250 0.11880000 #> 251 -0.25774983 #> 252 0.68362474 #> 253 -2.14049896 #> 254 -1.19912439 #> 255 -0.82257457 #> 256 -2.14049896 #> 257 -0.06947491 #> 258 -0.25774983 #> 259 1.06017457 #> 260 1.06017457 #> 261 0.68362474 #> 262 -1.19912439 #> 263 1.06017457 #> 264 0.30707491 #> 265 0.87189966 #> 266 0.11880000 #> 267 0.87189966 #> 268 NA #> 269 -0.06947491 #> 270 -0.25774983 #> 271 1.06017457 #> 272 0.30707491 #> 273 0.30707491 #> 274 1.06017457 #> 275 -0.06947491 #> 276 0.11880000 #> 277 0.87189966 #> 278 0.11880000 #> 279 0.30707491 #> 280 1.24844948 #> 281 0.87189966 #> 282 0.87189966 #> 283 1.06017457 #> 284 0.49534983 #> 285 0.30707491 #> 286 0.11880000 #> 287 -0.44602474 #> 288 -0.06947491 #> 289 -1.01084948 #> 290 -2.70532370 #> 291 -0.63429965 #> 292 0.30707491 #> 293 0.30707491 #> 294 -0.44602474 #> 295 -1.38739931 #> 296 -2.14049896 #> 297 0.49534983 #> 298 0.87189966 #> 299 0.11880000 #> 300 0.68362474 #> 301 -0.44602474 #> 302 0.11880000 #> 303 -1.57567422 #> 304 0.49534983 #> 305 1.06017457 #> 306 -2.51704879 #> 307 -1.57567422 #> 308 0.30707491 #> 309 0.49534983 #> 310 0.30707491 #> 311 -0.63429965 #> 312 0.68362474 #> 313 0.49534983 #> 314 1.06017457 #> 315 0.11880000 #> 316 -0.63429965 #> 317 -0.44602474 #> 318 -0.63429965 #> 319 -0.44602474 #> 320 0.30707491 #> 321 -0.63429965 #> 322 1.24844948 #> 323 0.87189966 #> 324 -0.25774983 #> 325 0.49534983 #> 326 -0.44602474 #> 327 -1.19912439 #> 328 0.11880000 #> 329 0.49534983 #> 330 -1.01084948 #> 331 -0.44602474 #> 332 -1.19912439 #> 333 -0.63429965 #> 334 -0.44602474 #> 335 1.81327422 #> 336 2.00154914 #> 337 -0.25774983 #> 338 0.87189966 #> 339 -0.44602474 #> 340 1.06017457 #> 341 1.06017457 #> 342 0.49534983 #> 343 1.24844948 #> 344 0.68362474 #> 345 1.06017457 #> 346 -0.82257457 #> 347 0.11880000 #> 348 -0.44602474 #> 349 0.30707491 #> 350 1.06017457 #> 351 0.87189966 #> 352 1.06017457 #> 353 0.11880000 #> 354 0.30707491 #> 355 0.11880000 #> 356 -0.25774983 #> 357 0.30707491 #> 358 1.06017457 #> 359 -0.25774983 #> 360 0.87189966 #> 361 0.30707491 #> 362 0.49534983 #> 363 0.68362474 #> 364 0.68362474 #> 365 0.68362474 #> 366 1.24844948 #> 367 1.24844948 #> 368 0.87189966 #> 369 0.30707491 #> 370 0.68362474 #> 371 0.49534983 #> 372 0.68362474 #> 373 -2.51704879 #> 374 -1.19912439 #> 375 -1.19912439 #> 376 0.11880000 #> 377 0.30707491 #> 378 1.06017457 #> 379 0.11880000 #> 380 -0.06947491 #> 381 -0.82257457 #> 382 -1.95222405 #> 383 0.11880000 #> 384 -0.25774983 #> 385 0.87189966 #> 386 0.87189966 #> 387 1.06017457 #> 388 -1.38739931 #> 389 -0.25774983 #> 390 -1.01084948 #> 391 -0.63429965 #> 392 0.49534983 #> 393 0.11880000 #> 394 0.68362474 #> 395 1.24844948 #> 396 0.30707491 #> 397 0.30707491 #> 398 1.24844948 #> 399 -0.82257457 #> 400 -1.38739931 #> 401 0.49534983 #> 402 0.11880000 #> 403 -1.38739931 #> 404 0.87189966 #> 405 -0.06947491 #> 406 0.87189966 #> 407 1.06017457 #> 408 0.68362474 #> 409 -0.63429965 #> 410 0.30707491 #> 411 -0.82257457 #> 412 0.11880000 #> 413 0.11880000 #> 414 0.11880000 #> 415 0.87189966 #> 416 0.30707491 #> 417 -0.06947491 #> 418 0.49534983 #> 419 0.49534983 #> 420 -0.82257457 #> 421 -1.01084948 #> 422 -0.25774983 #> 423 -0.06947491 #> 424 0.68362474 #> 425 -0.63429965 #> 426 -0.06947491 #> 427 1.06017457 #> 428 -0.44602474 #> 429 0.68362474 #> 430 0.11880000 #> 431 1.06017457 #> 432 -1.19912439 #> 433 0.11880000 #> 434 1.06017457 #> 435 -1.01084948 #> 436 -0.25774983 #> 437 -1.38739931 #> 438 0.30707491 #> 439 1.81327422 #> 440 0.49534983 #> 441 1.24844948 #> 442 -0.63429965 #> 443 0.11880000 #> 444 0.49534983 #> 445 -0.25774983 #> 446 -0.44602474 #> 447 0.49534983 #> 448 0.11880000 #> 449 1.06017457 #> 450 0.68362474 #> 451 1.06017457 #> 452 -1.19912439 #> 453 -0.06947491 #> 454 0.68362474 #> 455 -1.01084948 #> 456 -1.76394913 #> 457 0.68362474 #> 458 0.87189966 #> 459 0.68362474 #> 460 -0.06947491 #> 461 0.87189966 #> 462 -0.25774983 #> 463 -1.38739931 #> 464 -0.44602474 #> 465 0.30707491 #> 466 -1.76394913 #> 467 0.49534983 #> 468 -0.06947491 #> 469 0.49534983 #> 470 1.06017457 #> 471 0.11880000 #> 472 1.06017457 #> 473 0.68362474 #> 474 1.24844948 #> 475 0.68362474 #> 476 1.62499931 #> 477 -0.63429965 #> 478 1.06017457 #> 479 1.06017457 #> 480 -0.25774983 #> 481 -0.25774983 #> 482 -0.63429965 #> 483 1.06017457 #> 484 0.87189966 #> 485 0.11880000 #> 486 1.06017457 #> 487 -0.06947491 #> 488 0.49534983 #> 489 0.11880000 #> 490 0.87189966 #> 491 1.06017457 #> 492 0.30707491 #> 493 -0.06947491 #> 494 1.81327422 #> 495 0.11880000 #> 496 1.06017457 #> 497 1.06017457 #> 498 0.30707491 #> 499 -0.25774983 #> 500 0.11880000 #> 501 -2.51704879 #> 502 1.24844948 #> 503 -0.44602474 #> 504 -2.32877388 #> 505 -2.14049896 #> 506 -0.25774983 #> 507 0.30707491 #> 508 0.87189966 #> 509 0.87189966 #> 510 1.62499931 #> 511 0.49534983 #> 512 -0.25774983 #> 513 0.68362474 #> 514 0.49534983 #> 515 0.87189966 #> 516 -1.95222405 #> 517 1.06017457 #> 518 -2.14049896 #> 519 -1.95222405 #> 520 0.68362474 #> 521 0.68362474 #> 522 -1.95222405 #> 523 1.81327422 #> 524 -0.25774983 #> 525 1.62499931 #> 526 -0.06947491 #> 527 0.68362474 #> 528 0.30707491 #> 529 -0.63429965 #> 530 0.30707491 #> 531 -1.38739931 #> 532 1.06017457 #> 533 0.68362474 #> 534 0.68362474 #> 535 0.49534983 #> 536 -0.44602474 #> 537 -2.14049896 #> 538 0.30707491 #> 539 -1.57567422 #> 540 0.11880000 #> 541 0.11880000 #> 542 0.87189966 #> 543 1.24844948 #> 544 -0.06947491 #> 545 1.06017457 #> 546 0.49534983 #> 547 0.87189966 #> 548 -0.25774983 #> 549 -0.25774983 #> 550 0.49534983 #> 551 0.30707491 #> 552 -1.01084948 #> 553 -1.57567422 #> 554 -0.82257457 #> 555 0.30707491 #> 556 1.06017457 #> 557 0.30707491 #> 558 0.49534983 #> 559 -0.44602474 #> 560 1.24844948 #> 561 1.62499931 #> 562 1.43672440 #> 563 -1.19912439 #> 564 0.30707491 #> 565 0.68362474 #> 566 2.00154914 #> 567 0.68362474 #> 568 1.06017457 #> 569 -1.76394913 #> 570 -1.76394913 #> 571 2.00154914 #> 572 -0.82257457 #> 573 0.68362474 #> 574 -1.38739931 #> 575 -2.51704879 #> 576 -1.38739931 #> 577 -1.57567422 #> 578 -0.25774983 #> 579 1.06017457 #> 580 -0.06947491 #> 581 0.30707491 #> 582 -0.25774983 #> 583 -1.38739931 #> 584 -1.95222405 #> 585 0.68362474 #> 586 -0.63429965 #> 587 0.68362474 #> 588 -0.44602474 #> 589 -0.63429965 #> 590 0.49534983 #> 591 0.87189966 #> 592 -1.01084948 #> 593 -0.82257457 #> 594 -0.06947491 #> 595 0.87189966 #> 596 -1.19912439 #> 597 -1.01084948 #> 598 1.06017457 #> 599 0.30707491 #> 600 -0.82257457 #> 601 -1.01084948 #> 602 -0.44602474 #> 603 -2.32877388 #> 604 1.06017457 #> 605 0.68362474 #> 606 0.30707491 #> 607 0.87189966 #> 608 1.06017457 #> 609 0.87189966 #> 610 1.81327422 #> 611 -1.38739931 #> 612 -0.25774983 #> 613 -0.82257457 #> 614 0.49534983 #> 615 1.06017457 #> 616 0.87189966 #> 617 -0.06947491 #> 618 1.43672440 #> 619 0.49534983 #> 620 0.49534983 #> 621 -0.44602474 #> 622 1.06017457 #> 623 0.68362474 #> 624 1.24844948 #> 625 -1.76394913 #> 626 1.24844948 #> 627 0.49534983 #> 628 0.68362474 #> 629 1.06017457 #> 630 2.00154914 #> 631 -1.19912439 #> 632 0.30707491 #> 633 0.49534983 #> 634 -1.38739931 #> 635 -0.44602474 #> 636 0.68362474 #> 637 0.68362474 #> 638 0.30707491 #> 639 0.68362474 #> 640 0.87189966 #> 641 -1.76394913 #> 642 1.24844948 #> 643 1.06017457 #> 644 1.06017457 #> 645 1.24844948 #> 646 1.06017457 #> 647 -0.06947491 #> 648 0.68362474 #> 649 -0.06947491 #> 650 0.68362474 #> 651 -0.25774983 #> 652 0.49534983 #> 653 -0.63429965 #> 654 0.68362474 #> 655 0.68362474 #> 656 0.49534983 #> 657 0.87189966 #> 658 0.87189966 #> 659 1.06017457 #> 660 0.49534983 #> 661 0.30707491 #> 662 -0.44602474 #> 663 -1.01084948 #> 664 0.11880000 #> 665 -0.44602474 #> 666 0.11880000 #> 667 -0.82257457 #> 668 -0.25774983 #> 669 -0.25774983 #> 670 0.68362474 #> 671 -0.25774983 #> 672 1.24844948 #> 673 1.24844948 #> 674 0.68362474 #> 675 0.49534983 #> 676 0.68362474 #> 677 -0.63429965 #> 678 0.49534983 #> 679 0.68362474 #> 680 1.43672440 #> 681 0.87189966 #> 682 0.68362474 #> 683 0.87189966 #> 684 0.68362474 #> 685 0.68362474 #> 686 -0.25774983 #> 687 0.68362474 #> 688 0.30707491 #> 689 -0.06947491 #> 690 0.11880000 #> 691 -1.57567422 #> 692 0.68362474 #> 693 -0.06947491 #> 694 0.11880000 #> 695 1.81327422 #> 696 -2.14049896 #> 697 -2.32877388 #> 698 0.49534983 #> 699 0.11880000 #> 700 -1.01084948 #> 701 -0.44602474 #> 702 -1.19912439 #> 703 -1.76394913 #> 704 0.11880000 #> 705 -0.06947491 #> 706 -0.82257457 #> 707 0.87189966 #> 708 0.49534983 #> 709 0.11880000 #> 710 1.06017457 #> 711 0.87189966 #> 712 -1.57567422 #> 713 0.30707491 #> 714 -0.25774983 #> 715 -1.38739931 #> 716 -1.38739931 #> 717 -0.44602474 #> 718 -0.06947491 #> 719 -1.57567422 #> 720 -0.82257457 #> 721 1.24844948 #> 722 -0.25774983 #> 723 0.49534983 #> 724 -0.63429965 #> 725 -1.01084948 #> 726 -0.06947491 #> 727 -0.06947491 #> 728 -0.82257457 #> 729 -1.57567422 #> 730 -0.25774983 #> 731 -1.01084948 #> 732 -2.32877388 #> 733 -0.25774983 #> 734 0.30707491 #> 735 0.49534983 #> 736 -1.38739931 #> 737 -0.06947491 #> 738 -2.32877388 #> 739 1.24844948 #> 740 1.43672440 #> 741 -1.57567422 #> 742 1.06017457 #> 743 0.49534983 #> 744 1.43672440 #> 745 -2.14049896 #> 746 0.11880000 #> 747 0.30707491 #> 748 -0.06947491 #> 749 0.11880000 #> 750 -1.38739931 #> 751 1.62499931 #> 752 0.30707491 #> 753 -1.01084948 #> 754 -1.01084948 #> 755 0.87189966 #> 756 -0.25774983 #> 757 0.11880000 #> 758 0.87189966 #> 759 -0.25774983 #> 760 0.68362474 #> 761 0.68362474 #> 762 -1.19912439 #> 763 0.87189966 #> 764 -0.25774983 #> 765 1.81327422 #> 766 0.11880000 #> 767 -2.32877388 #> 768 0.11880000 #> 769 1.43672440 #> 770 0.68362474 #> 771 1.06017457 #> 772 -2.14049896 #> 773 -0.06947491 #> 774 0.11880000 #> 775 1.06017457 #> 776 0.11880000 #> 777 0.11880000 #> 778 0.11880000 #> 779 1.24844948 #> 780 1.06017457 #> 781 1.24844948 #> 782 -0.06947491 #> 783 0.11880000 #> 784 -0.44602474 #> 785 -0.63429965 #> 786 0.30707491 #> 787 -1.57567422 #> 788 0.11880000 #> 789 0.11880000 #> 790 0.11880000 #> 791 0.87189966 #> 792 -0.82257457 #> 793 -1.38739931 #> 794 0.11880000 #> 795 -0.25774983 #> 796 0.30707491 #> 797 0.68362474 #> 798 -1.01084948 #> 799 1.24844948 #> 800 1.06017457 #> 801 0.87189966 #> 802 0.30707491 #> 803 1.06017457 #> 804 -2.14049896 #> 805 1.62499931 #> 806 1.43672440 #> 807 1.43672440 #> 808 2.00154914 #> 809 2.00154914 #> 810 0.68362474 #> 811 0.11880000 #> 812 0.49534983 #> 813 -0.06947491 #> 814 -0.44602474 #> 815 0.30707491 #> 816 0.68362474 #> 817 -1.57567422 #> 818 -0.63429965 #> 819 -0.25774983 #> 820 -0.06947491 #> 821 0.30707491 #> 822 0.87189966 #> 823 0.49534983 #> 824 1.24844948 #> 825 1.43672440 #> 826 1.43672440 #> 827 0.87189966 #> 828 -1.57567422 #> 829 -1.38739931 #> 830 0.30707491 #> 831 0.68362474 #> 832 -0.06947491 #> 833 1.24844948 #> 834 0.87189966 #> 835 -1.01084948 #> 836 0.49534983 #> 837 0.49534983 #> 838 1.43672440 #> 839 0.68362474 #> 840 0.30707491 #> 841 0.30707491 #> 842 -0.25774983 #> 843 1.06017457 #> 844 1.06017457 #> 845 1.06017457 #> 846 1.06017457 #> 847 0.87189966 #> 848 1.43672440 #> 849 0.30707491 #> 850 0.87189966 #> 851 1.06017457 #> 852 0.11880000 #> 853 1.24844948 #> 854 2.00154914 #> 855 1.06017457 #> 856 0.30707491 #> 857 1.06017457 #> 858 0.68362474 #> 859 -0.25774983 #> 860 0.68362474 #> 861 0.87189966 #> 862 1.06017457 #> 863 -0.44602474 #> 864 1.06017457 #> 865 -1.19912439 #> 866 0.49534983 #> 867 0.30707491 #> 868 1.43672440 #> 869 0.11880000 #> 870 0.87189966 #> 871 1.24844948 #> 872 0.30707491 #> 873 1.06017457 #> 874 -0.44602474 #> 875 1.06017457 #> 876 0.49534983 #> 877 -0.82257457 #> 878 -0.82257457 #> 879 -0.63429965 #> 880 0.30707491 #> 881 -0.06947491 #> 882 0.11880000 #> 883 -0.25774983 #> 884 -0.63429965 #> 885 -1.19912439 #> 886 -0.44602474 #> 887 -1.57567422 #> 888 0.30707491 #> 889 -0.06947491 #> 890 -1.76394913 #> 891 -0.63429965 #> 892 0.11880000 #> 893 -0.63429965 #> 894 -1.19912439 #> 895 -0.63429965 #> 896 -0.44602474 #> 897 -0.44602474 #> 898 1.06017457 #> 899 0.11880000 #> 900 0.11880000 #> 901 0.30707491 #> 902 0.30707491 #> 903 NA #> 904 NA #> 905 NA #> 906 NA #> 907 NA #> 908 NA