Bias, Variance, and Doubly Robust Estimation: Testing The Promise of TMLE in Simulated Data

Finally understood TMLE’s “doubly robust” property through simulation. Works well when either outcome OR treatment model is correct. XGBoost + TMLE captured complex relationships without manual specification. It worked on simulated complex data, would it work in real world? 🤔