Table 4 Treatment effect estimate by methodology
Method | Estimate | Std. Err. | P-value |
|---|---|---|---|
Unadjusted OLS | 2.12 | 0.58 | \(<.001\) |
OLS | 1.38 | 0.62 | 0.029 |
IPTW | 1.46 | 0.99 | 0.157 |
TMLE | 1.48 | 0.43 | \(<.001\) |
DML 1 - Confounders Only | 2.62 | 1.56 | 0.092 |
2SLS | -0.09 | 2.85 | 0.97 |
Post-LASSO | -0.56 | 2.89 | 0.85 |
DML 2 - Confounders and IVs | -2.00 | 4.22 | 0.634 |