Table 6.
Average bias, SE, coverage, and type I error or power for different outcome distributions and treatment effect sizes.
Outcome Type | τ ATT | Coverage | |||
---|---|---|---|---|---|
Linear | 0 | 0.0006 | 0.0041 | 0.0006 | 1 |
0.05 | 0.0695 | 0.0102 | 0.0195 | 1 | |
0.10 | 0.1187 | 0.0102 | 0.0187 | 1 | |
Count | 0 | 0.0296 | 0.0608 | 0.0296 | 1 |
0.15 | 0.1688 | 0.0606 | 0.0188 | 1 | |
0.20 | 0.2608 | 0.0611 | 0.0608 | 1 | |
Binary | 0 | 0.0005 | 0.0182 | 0.0005 | 1 |
0.04 | 0.0410 | 0.0182 | 0.0010 | 1 | |
0.08 | 0.0784 | 0.0182 | −0.0016 | 1 |