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stat.ME2025
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…
stat.AP2025
Mortality simulations for insured and general populations
Asmik Nalmpatian, Christian Heumann
This study presents a framework for high-resolution mortality simulations tailored to insured and general populations. Due to the scarcity of detailed demographic-specific mortalit…