From: Non-linear mixed models in the analysis of mediated longitudinal data with binary outcomes
Simulated Data | SEM | Scaled NLMM | ||||
---|---|---|---|---|---|---|
Effect Size | Bias (%) | Coverage (%) | Power (%) | Bias (%) | Coverage (%) | Power (%) |
Logit Link Results | ||||||
0.2 | -1.1 | 96 | 38 | -2.0 | 96 | 37 |
0.3 | 0.2 | 94 | 68 | -0.6 | 95 | 68 |
0.4 | -0.6 | 96 | 89 | -1.3 | 95 | 89 |
0.5 | 1.3 | 95 | 99 | 0.4 | 95 | 98 |
Probit Link Results | ||||||
0.2 | 7.6 | 94 | 47 | -0.7 | 95 | 58 |
0.3 | 8.8 | 95 | 79 | 0.2 | 94 | 88 |
0.4 | 11.1 | 93 | 95 | 1.7 | 93 | 98 |
0.5 | 11.7 | 95 | >99 | 1.6 | 95 | >99 |