Table 3.
n | Model | TMLE | IPTW | A-IPTW |
---|---|---|---|---|
50 | 1 | 0.93 | 0.97 | 0.93 |
2 | 0.93 | 0.96 | 0.93 | |
3 | 0.92 | 0.97 | 0.92 | |
4 | 0.90 | 0.96 | 0.89 | |
100 | 1 | 0.94 | 0.98 | 0.94 |
2 | 0.94 | 0.98 | 0.94 | |
3 | 0.93 | 0.98 | 0.94 | |
4 | 0.89 | 0.98 | 0.89 | |
200 | 1 | 0.95 | 0.98 | 0.95 |
2 | 0.95 | 0.97 | 0.95 | |
3 | 0.94 | 0.98 | 0.95 | |
4 | 0.87 | 0.97 | 0.87 | |
500 | 1 | 0.95 | 0.99 | 0.95 |
2 | 0.95 | 0.98 | 0.95 | |
3 | 0.94 | 0.99 | 0.95 | |
4 | 0.78 | 0.98 | 0.78 |