Table 2.
Simulation results from a random intercept and slope model†
Parameter | Results for simulation IS I | Results for simulation IS II | ||||||
---|---|---|---|---|---|---|---|---|
True | Mean | Coverage | MSE | True | Mean | Coverage | MSE | |
value | value | |||||||
Longitudinal | ||||||||
Intercept | 90 | 89.842 | 0.940 | 7.743 | 90 | 89.994 | 0.950 | 0.020 |
(2.781) | (0.141) | |||||||
Time | −1.7 | −1.701 | 0.950 | 0.012 | −1.7 | −1.701 | 0.952 | 0.001 |
(0.109) | (0.036) | |||||||
Age at t0 | −1.7 | −1.693 | 0.956 | 0.016 | −1.7 | −1.700 | 0.950 | 0.000 |
(0.125) | (0.006) | |||||||
Sex (males) | 2 | 2.056 | 0.952 | 1.840 | 2 | 2.003 | 0.956 | 0.005 |
(1.357) | (0.071) | |||||||
Survival | ||||||||
Intercept | 2 | 2.051 | 0.946 | 0.054 | 2 | 2.015 | 0.962 | 0.035 |
(0.226) | (0.187) | |||||||
Time | 0.01 | 0.009 | 0.956 | 0.001 | 0.01 | 0.010 | 0.946 | 0.001 |
(0.037) | (0.037) | |||||||
Age at t0 | 0.01 | 0.010 | 0.932 | 0.000 | 0.01 | 0.010 | 0.948 | 0.000 |
(0.010) | (0.009) | |||||||
Sex (males) | 0.1 | 0.112 | 0.966 | 0.010 | 0.1 | 0.113 | 0.938 | 0.012 |
(0.100) | (0.107) | |||||||
γ1 | 0.01 | 0.011 | 0.970 | 0.000 | 0.01 | 0.019 | 0.950 | 0.011 |
(0.005) | (0.107) | |||||||
γ2 | 0.1 | 0.112 | 0.970 | 0.011 | 0.1 | 0.107 | 0.946 | 0.007 |
(0.106) | (0.084) | |||||||
Others | ||||||||
ν | 7 | 6.997 | 0.952 | 0.006 | 1 | 1.000 | 0.972 | 0.000 |
(0.080) | (0.011) | |||||||
σ1 | 25 | 24.993 | 0.948 | 0.409 | 1 | 0.994 | 0.980 | 0.002 |
(0.640) | (0.042) | |||||||
σ2 | 2 | 1.989 | 0.940 | 0.012 | 1 | 0.999 | 0.952 | 0.001 |
(0.112) | (0.027) | |||||||
ρ | −0.6 | −0.600 | 0.950 | 0.001 | −0.6 | −0.599 | 0.958 | 0.001 |
(0.038) | (0.032) |
Sample size 1000 and 500 replicates. Shown are the mean (with standard deviations in parentheses) parameter estimates, empirical coverage probabilities of nominal 95% confidence intervals and mean-squared errors MSE.