From: Estimating correlation between multivariate longitudinal data in the presence of heterogeneity
Simulation Scenarios | Correlation between random intercepts | Correlation between random slopes |
---|---|---|
True correlation (no heterogeneity) | 0.145 | 0.111 |
Scenario A: | ||
5% | 0.199 (0.070, 0.329) | 0.522 (0.390, 0.654)a |
10% | 0.246 (0.118, 0.373) | 0.657 (0.562, 0.753)a |
15% | 0.268 (0.153, 0.383)a | 0.727 (0.651, 0.804)a |
20% | 0.296 (0.178, 0.413)a | 0.769 (0.698, 0.840)a |
Scenario B: | ||
50% | 0.200 (0.070, 0.329) | 0.240 (0.051, 0.429) |
75% | 0.207 (0.077, 0.336) | 0.382 (0.223, 0.542)a |
100% | 0.199 (0.070, 0.329) | 0.522 (0.390, 0.654)a |
125% | 0.205 (0.078, 0.332) | 0.634 (0.532, 0.734)a |
150% | 0.202 (0.078, 0.327) | 0.706 (0.616, 0.795)a |
Scenario C: | ||
0.0 | 0.199 (0.070, 0.329) | 0.522 (0.390, 0.654)a |
0.2 | 0.232 (0.104, 0.361) | 0.603 (0.479, 0.727)a |
0.4 | 0.273 (0.147, 0.398)a | 0.686 (0.574, 0.797)a |
0.6 | 0.303 (0.180, 0.425)a | 0.769 (0.664, 0.873)a |
0.8 | 0.334 (0.218, 0.450)a | 0.853 (0.756, 0.949)a |