Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Yanyi Song; Xiang Zhou; Min Zhang; Wei Zhao; Yongmei Liu; Sharon L. R. Kardia; Ana V. Diez Roux; Belinda L. Needham; Jennifer A. Smith; Bhramar Mukherjee

doi:10.1101/467399

New Results

Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Yanyi Song, Xiang Zhou, Min Zhang, Wei Zhao, Yongmei Liu, Sharon L. R. Kardia, Ana V. Diez Roux, Belinda L. Needham, Jennifer A. Smith, Bhramar Mukherjee

doi: https://doi.org/10.1101/467399

Yanyi Song

1Department of Biostatistics, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Xiang Zhou

1Department of Biostatistics, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Min Zhang

1Department of Biostatistics, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Wei Zhao

2Department of Epidemiology, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Yongmei Liu

3Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Sharon L. R. Kardia

2Department of Epidemiology, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Ana V. Diez Roux

4Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, PA, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Belinda L. Needham

2Department of Epidemiology, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Jennifer A. Smith

2Department of Epidemiology, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Bhramar Mukherjee

1Department of Biostatistics, University of Michigan, Ann Arbor, MI, U.S.A.

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Abstract
Full Text
Info/History
Metrics
Supplementary material
Preview PDF

Supplemental Materials

View the discussion thread.

PreviousNext

Posted November 14, 2018.

Download PDF

Supplementary Material

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Message Subject (Your Name) has forwarded a page to you from bioRxiv

Message Body (Your Name) thought you would like to see this page from the bioRxiv website.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Yanyi Song, Xiang Zhou, Min Zhang, Wei Zhao, Yongmei Liu, Sharon L. R. Kardia, Ana V. Diez Roux, Belinda L. Needham, Jennifer A. Smith, Bhramar Mukherjee

bioRxiv 467399; doi: https://doi.org/10.1101/467399

Share This Article:

Citation Tools

Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Yanyi Song, Xiang Zhou, Min Zhang, Wei Zhao, Yongmei Liu, Sharon L. R. Kardia, Ana V. Diez Roux, Belinda L. Needham, Jennifer A. Smith, Bhramar Mukherjee

bioRxiv 467399; doi: https://doi.org/10.1101/467399

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

Tweet Widget
Facebook Like
Google Plus One

Subject Area

Epidemiology

Subject Areas

All Articles

Animal Behavior and Cognition (5901)
Biochemistry (13349)
Bioengineering (10167)
Bioinformatics (32517)
Biophysics (16732)
Cancer Biology (13814)
Cell Biology (19633)
Clinical Trials (138)
Developmental Biology (10618)
Ecology (15715)
Epidemiology (2067)
Evolutionary Biology (20017)
Genetics (13215)
Genomics (18344)
Immunology (13450)
Microbiology (31470)
Molecular Biology (13112)
Neuroscience (68629)
Paleontology (508)
Pathology (2127)
Pharmacology and Toxicology (3667)
Physiology (5722)
Plant Biology (11763)
Scientific Communication and Education (1787)
Synthetic Biology (3301)
Systems Biology (8025)
Zoology (1812)