hdbma: Bayesian Mediation Analysis with High-Dimensional Data

Mediation analysis is used to identify and quantify intermediate effects from factors that intervene the observed relationship between an exposure/predicting variable and an outcome. We use a Bayesian adaptive lasso method to take care of the hierarchical structures and high dimensional exposures or mediators.

Package details

AuthorQingzhao Yu [aut, cre, cph], Bin Li [aut]
MaintainerQingzhao Yu <qyu@lsuhsc.edu>
LicenseGPL (>= 2)
Version1.0
URL https://www.r-project.org https://publichealth.lsuhsc.edu/Faculty_pages/qyu/index.html
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("hdbma")

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hdbma documentation built on May 29, 2024, 11:17 a.m.