Table 2. Survival probabilities for the treatment regimes ‘never treated’ and ‘always treated’ 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) | ||
Never treated: | |||
1 | 0.497 | 0.497 (0.008) | 0.000 (0.000) |
2 | 0.245 | 0.245 (0.007) | 0.000 (0.000) |
3 | 0.119 | 0.119(0.005) | −0.000 (0.000) |
4 | 0.057 | 0.057 (0.004) | −0.000 (0.000) |
5 | 0.027 | 0.027 (0.003) | −0.000 (0.000) |
Always treated: | |||
1 | 0.606 | 0.607 (0.021) | 0.001 (0.001) |
2 | 0.401 | 0.404 (0.031) | 0.003 (0.001) |
3 | 0.283 | 0.288 (0.040) | 0.005 (0.001) |
4 | 0.208 | 0.216 (0.051) | 0.007 (0.002) |
5 | 0.157 | 0.165 (0.066) | 0.009 (0.002) |