Table 3 The proportions of simulations that having quasi-complete separation issues among their 1000 bootstraps
Distribution of productivity loss outcome | Number of observations in each arm | Number of quasi-complete separation detected in 1000 bootstraps | ||||||
|---|---|---|---|---|---|---|---|---|
0 | 1–10 | 11–100 | 101–400 | 401–700 | 701–950 | > 950 | ||
80:15:5/60:30:10 | 100 | 38.03 | 41.97 | 16.64 | 3.25 | 0.01 | 0.01 | 0.09 |
80:15:5/60:30:10 | 200 | 94.75 | 5.00 | 0.24 | 0.01 | 0 | 0 | 0 |
60:35:5/40:50:10 | 100 | 61.16 | 32.83 | 5.63 | 0.38 | 0 | 0 | 0 |
60:35:5/40:50:10 | 200 | 99.17 | 0.81 | 0.02 | 0 | 0 | 0 | 0 |
50:40:10/30:55:15 | 50 | 39.45 | 45.05 | 14.30 | 1.11 | 0.08 | 0.01 | 0 |
50:40:10/30:55:15 | 100 | 97.46 | 2.46 | 0.08 | 0 | 0 | 0 | 0 |
50:40:10/30:55:15 | 200 | 100 | 0 | 0 | 0 | 0 | 0 | 0 |