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bmabart (version 2.0)

Bayesian Mediation Analysis Using BART

Description

Used for Bayesian mediation analysis based on Bayesian additive Regression Trees (BART). The analysis method is described in Yu and Li (2025) "Mediation Analysis with Bayesian Additive Regression Trees", submitted for publication.

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Version

Install

install.packages('bmabart')

Monthly Downloads

152

Version

2.0

License

GPL (>= 2)

Maintainer

Qingzhao Yu

Last Published

June 26th, 2025

Functions in bmabart (2.0)

summary.bma.bart

Summary of a bma.bart object
data_org

Prepare Variables for Bayesian Mediation Analysis with BART
cgd1

cgd1 Data Set
weight_behavior

Weight_Behavior Data Set
bma.bart

Bayesian Mediation Analysis Using Bayesian Additive Regression Trees
print.summary.bma.bart

Print the summary results for bma.bart object.
bmabart-package

Bayesian Mediation Analysis Using Bayesian Additive Regression Trees