Confounder adjustment method | Confounder selection approach | Average treatment effect | Standard error of treatment effect | 95% CI | |
---|---|---|---|---|---|
Regression | Unadjusted treatment effect | 1.3 | 0.081 | 1.16 | 1.5 |
Outcome cause | 0.53 | 0.099 | 0.34 | 0.73 | |
Common cause | 0.54 | 0.099 | 0.34 | 0.73 | |
All pre-treatment covariates | 0.51 | 0.101 | 0.32 | 0.71 | |
IPTW | Outcome cause | 0.36 | 0.072 | 0.23 | 0.50 |
Common cause | 0.37 | 0.073 | 0.23 | 0.52 | |
All pre-treatment covariates | 0.46 | 0.075 | 0.31 | 0.60 |