Package installation | Data Organization and Transformation | Perform the analysis and summarize the result | Perform BMA with BART adding covariates | Multiple Predictors | Using the outputs of bma.bart | References
Package: bmabart 2.0
bmabart: Bayesian Mediation Analysis Using BART
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.
Authors:
bmabart_2.0.tar.gz
bmabart_2.0.zip(r-4.7)bmabart_2.0.zip(r-4.6)bmabart_2.0.zip(r-4.5)
bmabart_2.0.tgz(r-4.6-any)bmabart_2.0.tgz(r-4.5-any)
bmabart_2.0.tar.gz(r-4.7-any)bmabart_2.0.tar.gz(r-4.6-any)
bmabart_2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
bmabart/json (API)
| # Install 'bmabart' in R: |
| install.packages('bmabart', repos = c('https://qingzhaoyu.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- cgd1 - Cgd1 Data Set
- weight_behavior - Weight_Behavior Data Set
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b124fb0c42. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 144 | ||
| source / vignettes | OK | 207 | ||
| linux-release-x86_64 | OK | 135 | ||
| macos-release-arm64 | OK | 147 | ||
| macos-oldrel-arm64 | OK | 190 | ||
| windows-devel | OK | 106 | ||
| windows-release | OK | 95 | ||
| windows-oldrel | OK | 96 | ||
| wasm-release | OK | 119 |
Exports:bma.bartdata_orgprint.summary.bma.bartsummary.bma.bart
Dependencies:BARTbitopscaToolsgplotsgtoolsKernSmoothlatticeMatrixnlmeRcppsurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bayesian Mediation Analysis Using Bayesian Additive Regression Trees | bmabart-package bmabart |
| Bayesian Mediation Analysis Using Bayesian Additive Regression Trees | bma.bart |
| cgd1 Data Set | cgd1 |
| Prepare Variables for Bayesian Mediation Analysis with BART | data_org |
| Print the summary results for bma.bart object. | print.summary.bma.bart |
| Summary of a bma.bart object | summary.bma.bart |
| Weight_Behavior Data Set | weight_behavior |
