| |
Base |
Base, Processes |
Base, Processes, Quality |
| Predictors |
Odds Ratios |
p |
Odds Ratios |
p |
Odds Ratios |
p |
| Intercept |
0.69 |
0.491 |
21.31 |
<0.001 |
60.25 |
<0.001 |
| SLOC |
1.21 |
<0.001 |
0.93 |
0.129 |
0.98 |
0.759 |
| Directories |
1.27 |
<0.001 |
1.22 |
0.002 |
1.15 |
0.045 |
| Top Level Directories |
0.67 |
<0.001 |
0.63 |
<0.001 |
0.65 |
<0.001 |
| Incubation Month |
0.53 |
<0.001 |
0.73 |
<0.001 |
0.70 |
<0.001 |
| Major Contributors |
|
|
2.15 |
<0.001 |
2.21 |
<0.001 |
| Minor Contributors |
|
|
1.09 |
<0.001 |
1.09 |
<0.001 |
| New Contributors |
|
|
0.98 |
0.269 |
0.98 |
0.264 |
| Files Added |
|
|
1.00 |
0.764 |
1.01 |
0.675 |
| Files Deleted |
|
|
0.96 |
0.001 |
0.96 |
0.003 |
| Avg. Files Modified per Commit |
|
|
0.93 |
0.001 |
0.92 |
<0.001 |
| Active Days |
|
|
1.35 |
0.015 |
1.30 |
0.036 |
| Emails |
|
|
0.97 |
0.078 |
0.98 |
0.179 |
| Corrective |
|
|
1.06 |
0.001 |
1.05 |
0.005 |
| Features |
|
|
1.06 |
<0.001 |
1.06 |
<0.001 |
| Perfective |
|
|
1.00 |
0.969 |
1.00 |
0.903 |
| Non Functional |
|
|
1.03 |
0.138 |
1.03 |
0.159 |
| Test/Main Lines of Code Percentage |
|
|
|
|
1.04 |
0.079 |
| #Functions /w McCabe Index 11-25 |
|
|
|
|
1.01 |
0.772 |
| #Functions /w McCabe Index >51 |
|
|
|
|
1.01 |
0.446 |
| Very Large File Size Count |
|
|
|
|
0.90 |
<0.001 |
| Very Large Function Size Count |
|
|
|
|
1.19 |
<0.001 |
| Code Duplication Percentage |
|
|
|
|
0.87 |
0.004 |
| Most Complex Function LOC |
|
|
|
|
0.73 |
<0.001 |
| Random Effects |
| σ2 |
3.29 |
3.29 |
3.29 |
| τ00 |
3.16 programming_lang |
5.05 programming_lang |
14.50 programming_lang |
| ICC |
0.49 |
0.61 |
0.82 |
| N |
20 programming_lang |
20 programming_lang |
20 programming_lang |
| Observations |
4970 |
4970 |
4970 |
| Marginal R2 / Conditional R2 |
0.097 / 0.539 |
0.213 / 0.689 |
0.154 / 0.844 |