Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity

Christoph Wiederkehr, Christian Heumann, Michael Schomaker

We evaluate the performance of targeted maximum likelihood estimation (TMLE) for estimating the average treatment effect in missing data scenarios under varying levels of positivit…