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bama
View on CRAN: Click
here
Download and install bama package within the R console
Install from CRAN:
install.packages("bama")
Install from Github:
library("remotes")
install_github("cran/bama")
Install by package version:
library("remotes")
install_version("bama", "1.3.0")
Attach the package and use:
library("bama")
Maintained by
Mike Kleinsasser
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.bama . https://github.com/umich-cphds/bama/issues . https://github.com/umich-cphds/bama . bama results . bama.pdf . bama_1.3.0.tar.gz . bama_1.3.0.zip . bama_1.3.0.zip . bama_1.3.0.zip . bama_1.3.0.tgz . bama_1.3.0.tgz . bama_1.3.0.tgz . bama_1.3.0.tgz . bama archive . https://CRAN.R-project.org/package=bama .
First Published: 2019-09-30
Latest Update: 2023-01-24
Description:
Perform mediation analysis in the presence of high-dimensional
mediators based on the potential outcome framework. Bayesian Mediation
Analysis (BAMA), developed by Song et al (2019) and
Song et al (2020) ,
relies on two Bayesian sparse linear mixed models to simultaneously analyze
a relatively large number of mediators for a continuous exposure and outcome
assuming a small number of mediators are truly active. This sparsity
assumption also allows the extension of univariate mediator analysis by
casting the identification of active mediators as a variable selection
problem and applying Bayesian methods with continuous shrinkage priors on
the effects.
How to cite:
Mike Kleinsasser (2019). bama: High Dimensional Bayesian Mediation Analysis. R package version 1.3.0, https://cran.r-project.org/web/packages/bama. Accessed 08 May. 2025.
Previous versions and publish date:
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Other R packages that bama depends,
imports, suggests or enhances
Complete documentation for bama
Functions, R codes and Examples using
the bama R package
Some associated functions: bama.data . bama . fdr.bama . print.bama . print.fdr.bama . summary.bama . summary.fdr.bama .
Some associated R codes: RcppExports.R . bama.R . data.R . fdr.bama.R . Full bama package functions and examples
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