Table 2 Median results using INDANA with a binary outcome
From: Estimating individualized treatment effects using an individual participant data meta-analysis
S-learner | T-learner | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
NA | RI | SI | R1 | FS | NA | RI | SI | R1 | FS | |
C-stat | 0.530 | 0.530 | 0.530 | 0.530 | 0.530 | 0.507 | 0.524 | 0.524 | 0.524 | 0.518 |
Intercept | 0.001 | 0.001 | 0.002 | 0.002 | 0.001 | -0.003 | -0.003 | -0.003 | -0.003 | -0.003 |
Slope | 1.433 | 1.453 | 1.460 | 1.460 | 1.961 | 0.268 | 0.727 | 0. 569 | 0. 569 | 0.596 |
MSE | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |