Large-Scale Hypothesis Testing for Causal Mediation Effects with Applications in Genome-wide Epigenetic Studies

Liu, Z., Shen, J., Barfield, R., Schwartz, J., Baccarelli, A. A., & Lin, X. (2021). Large-Scale Hypothesis Testing for Causal Mediation Effects with Applications in Genome-wide Epigenetic Studies. Journal of the American Statistical Association, 117(537), 67–81. https://doi.org/10.1080/01621459.2021.1914634
Authors:
Zhonghua Liu
Jincheng Shen
Richard Barfield
Joel Schwartz
Andrea A Baccarelli
Xihong Lin
Affiliated Authors:
Andrea A Baccarelli
Columbia Affiliation:
Author Keywords:
causal mediation analysis
composite null
divide-aggregate composite-null test
genome-wide epigenetic studies
hypothesis testing
indirect effects
mediation effects
proportions of true nulls
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Publication Type:
Article
Unique ID:
10.1080/01621459.2021.1914634
PMID:
35989709
DOI:
10.1080/01621459.2021.1914634
Journal:
Journal of the American Statistical Association
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record

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