Table 1. Cumulative coefficients at times 1–5: true values, mean of the estimates (and empirical SE) obtained using MSM-IPTW from 1000 simulations, and bias in the estimates (and Monte Carlo SE) obtained using MSM-IPTW.
Time | True value | MSM-IPTW | |
---|---|---|---|
Mean estimate (Empirical SE) | Bias (Monte Carlo SE) | ||
Cumulative coefficient | |||
1 | 0.700 (0.009) | 0.699 (0.016) | −0.001 (0.000) |
2 | 1.408 (0.016) | 1.407 (0.028) | −0.000 (0.001) |
3 | 2.128 (0.026) | 2.129 (0.045) | 0.002 (0.001) |
4 | 2.863 (0.040) | 2.867 (0.070) | 0.003 (0.002) |
5 | 3.623 (0.058) | 3.630 (0.110) | 0.007 (0.003) |
Cumulative coefficient | |||
1 | −0.198 (0.010) | −0.199 (0.037) | −0.001 (0.001) |
2 | −0.396 (0.017) | −0.397 (0.065) | −0.000 (0.002) |
3 | −0.594 (0.023) | −0.592 (0.100) | 0.001 (0.003) |
4 | −0.790 (0.033) | −0.788 (0.150) | 0.002 (0.005) |
5 | −0.987 (0.042) | −0.968 (0.231) | 0.018 (0.007) |
Cumulative coefficient (equal to zero for t ≤ 1) | |||
2 | −0.098 (0.013) | −0.102 (0.057) | −0.004 (0.002) |
3 | −0.195 (0.021) | −0.206 (0.096) | −0.011 (0.003) |
4 | −0.291 (0.030) | −0.303 (0.155) | −0.013 (0.005) |
5 | −0.386 (0.039) | −0.390 (0.245) | −0.005 (0.008) |
Cumulative coefficient (equal to zero for t ≤ 2) | |||
3 | −0.077 (0.017) | −0.076 (0.078) | 0.001 (0.002) |
4 | −0.153 (0.027) | −0.153 (0.139) | 0.000 (0.004) |
5 | −0.228 (0.039) | −0.222 (0.232) | 0.006 (0.007) |
Cumulative coefficient (equal to zero for t ≤ 3) | |||
4 | −0.060 (0.021) | −0.061 (0.115) | −0.001 (0.004) |
5 | −0.121 (0.035) | −0.128 (0.211) | −0.007 (0.007) |
Cumulative coefficient (equal to zero for t ≤ 4) | |||
5 | −0.047 (0.028) | −0.039 (0.176) | 0.008 (0.006) |