Causal mediation analysis with latent subgroups
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Publication:6628249
DOI10.1002/SIM.9144zbMATH Open1546.62803MaRDI QIDQ6628249
Joel Schwartz, Zhong-Hua Liu, Wenwu Wang, Jinfeng Xu, Andrea Baccarelli
Publication date: 29 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
EM algorithmmixture modelDNA methylationheterogeneous mediation effectslatent subgroupssingular Bayesian information criterion
Cites Work
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- Randomization Inference for Treatment Effect Variation
- Decomposing Treatment Effect Variation
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- Recursive partitioning for heterogeneous causal effects
- Statistics and Causal Inference
- Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
- Bayesian Measures of Model Complexity and Fit
- Mixture of Regression Models With Varying Mixing Proportions: A Semiparametric Approach
- A Bayesian Information Criterion for Singular Models
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