Table 2.
Simulation results
Confounding | Non-candidate Inclusion | n | Purposeful | Stepwise | Backward | Forward |
20 | 0.1 | 60 | 5 | 3.6 | 6.3 | 9.1 |
120 | 17.3 | 15.6 | 18.2 | 18.8 | ||
240 | 39.7 | 39.6 | 40.1 | 30.3 | ||
360 | 55.2 | 54.4 | 54.4 | 36.6 | ||
480 | 64.3 | 64.3 | 64.3 | 37.5 | ||
600 | 65.8 | 65.7 | 65.7 | 41.3 | ||
20 | 0.15 | 60 | 9.2 | 4.6 | 6.4 | 8.1 |
120 | 18.7 | 14.8 | 17.2 | 18.5 | ||
240 | 43.1 | 37.1 | 38.2 | 30.5 | ||
360 | 56.5 | 53.7 | 53.9 | 37 | ||
480 | 63.6 | 62.6 | 62 | 43 | ||
600 | 70.3 | 69 | 68.7 | 41 | ||
15 | 0.1 | 60 | 6.6 | 4.1 | 6.1 | 9.6 |
120 | 17.8 | 15.6 | 18.6 | 19.2 | ||
240 | 39.7 | 36.6 | 37.6 | 29.8 | ||
360 | 53.3 | 52.2 | 52.6 | 38.3 | ||
480 | 62.4 | 62.1 | 62.1 | 40.1 | ||
600 | 68.5 | 67.9 | 68 | 40.2 | ||
15 | 0.15 | 60 | 9.7 | 4.4 | 6.7 | 9 |
120 | 21.9 | 16.8 | 21.3 | 19.6 | ||
240 | 46.6 | 40.2 | 41.4 | 32.3 | ||
360 | 57.7 | 52.5 | 52.5 | 35.3 | ||
480 | 64 | 63.1 | 63.1 | 39.3 | ||
600 | 70.4 | 69.6 | 69.6 | 41.4 |
Retention of the correct model for purposeful, stepwise, backward, and forward selection methods, under 24 simulated conditions that vary confounding, non-candidate inclusion, and sample size levels.