Hong Wang

Outcome-Adaptive Lasso for Cox Proportional Hazards Model.

While randomized controlled trials remain the gold standard for estimating causal effects in medical research, they are not always practical. Consequently, observational data become a necessary alternative, though it introduces confounding bias due to the lack of randomization. Propensity score modeling mitigates this...