Michael Schomaker
Michael Schomaker
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Causal Effect Estimation with TMLE: Handling Missing Data and Near-Violations of Positivity
C. Wiederkehr
,
C. Heumann
,
M. Schomaker
October 2025
Preprint
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Code
Dataset
Type
Preprint
Publication
arXiv e-prints
,
https://arxiv.org/abs/2510.22202
causal inference
missing data
tmle
code
Related
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Estimating the Effect of Central Bank Independence on Inflation Using Longitudinal Targeted Maximum Likelihood Estimation
A Diagnostic to Find and Help Combat Stochastic Positivity Issues - with a Focus on Continuous Treatments
Addressing Positivity Violations in Continuous Interventions through Data-Adaptive Strategies
Causal Inference for Continuous Multiple Time Point Interventions
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