Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies-Reference-Cited by-同舟云学术

Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies

Published:2019-12-19 Issue:3 Volume:76 Page:700-710
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biometrics

Author:

Song Yanyi¹^ORCID,Zhou Xiang¹,Zhang Min¹^ORCID,Zhao Wei²,Liu Yongmei³,Kardia Sharon L. R.²,Roux Ana V. Diez⁴,Needham Belinda L.²,Smith Jennifer A.²,Mukherjee Bhramar¹

Affiliation:

1. Department of Biostatistics University of Michigan Ann Arbor Michigan

2. Department of Epidemiology University of Michigan Ann Arbor Michigan

3. Division of Cardiology Department of Medicine Duke University School of Medicine Durham North Carolina

4. Department of Epidemiology and Biostatistics Drexel University Philadelphia Pennsylvania

Funder

Division of Mathematical Sciences

National Human Genome Research Institute

National Institute on Minority Health and Health Disparities

National Heart, Lung, and Blood Institute

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/biom.13189

Reference31 articles.

1. The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

2. Multi-Ethnic Study of Atherosclerosis: Objectives and Design

3. An Expanded View of Complex Traits: From Polygenic to Omnigenic

4. Integrated Enrichment Analysis of Variants and Pathways in Genome-Wide Association Studies Indicates Central Role for IL-2 Signaling Genes in Type 1 Diabetes, and Cytokine Signaling Genes in Crohn's Disease

5. High-dimensional multivariate mediation with application to neuroimaging data

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