TESTING FOR THE CAUSAL MEDIATION EFFECTS OF MULTIPLE MEDIATORS USING THE KERNEL MACHINE DIFFERENCE METHOD IN GENOME-WIDE EPIGENETIC STUDIES

Shen, J., Schwartz, J., Baccarelli, A. A., & Lin, X. (2024). Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies. The Annals of Applied Statistics, 18(1). https://doi.org/10.1214/23-aoas1814
Authors:
Jincheng Shen
Joel Schwartz
Andrea A. Baccarelli
Xihong Lin
Affiliated Authors:
Andrea A. Baccarelli
Columbia Affiliation:
Author Keywords:
dna methylation
difference method
hypothesis testing
kernel machine regression
mediation effects
multiple mediators
semiparametric regression
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Publication Type:
Article
Unique ID:
10.1214/23-AOAS1814
DOI:
10.1214/23-AOAS1814
Journal:
Annals of Applied Statistics
Publication Date:
Data Source:
Scopus
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