From: Non-linear mixed models in the analysis of mediated longitudinal data with binary outcomes
Simulated Data | SEM | Scaled NLMM | ||||
---|---|---|---|---|---|---|
Effect Distribution | Bias (%) | Coverage (%) | Power (%) | Bias (%) | Coverage (%) | Power (%) |
Logit Link Results | ||||||
Equal | -0.6 | 96 | 89 | -1.3 | 95 | 89 |
Direct | -0.6 | 95 | 91 | -1.0 | 95 | 91 |
Indirect | -0.2 | 95 | 90 | -1.4 | 95 | 89 |
Probit Link Results | ||||||
Equal | 8.8 | 95 | 79 | 0.2 | 94 | 88 |
Direct | 5.9 | 96 | 80 | -0.9 | 95 | 90 |
Indirect | 8.6 | 95 | 76 | 0.09 | 94 | 88 |