Causal Mediation Tree Model for Feature Identification on High-Dimensional Mediators
Author:
Funder
Natural Sciences and Engineering Research Council of Canada
Crohn's and Colitis Canada
Publisher
Springer Science and Business Media LLC
Subject
Biochemistry, Genetics and Molecular Biology (miscellaneous),Statistics and Probability
Link
https://link.springer.com/content/pdf/10.1007/s12561-023-09402-9.pdf
Reference39 articles.
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2. Pearl J (2022) Direct and indirect effects. In: Probabilistic and Causal Inference: The Works of Judea Pearl, pp 373–392
3. Imai K, Keele L, Yamamoto T (2010) Identification, inference and sensitivity analysis for causal mediation effects. Stat Sci 25(1):51–71
4. VanderWeele TJ, Vansteelandt S (2010) Odds ratios for mediation analysis for a dichotomous outcome. Am J Epidemiol 172(12):1339–1348
5. VanderWeele T, Vansteelandt S (2014) Mediation analysis with multiple mediators. Epidemiol Methods 2(1):95–115
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