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beanz: Bayesian Analysis of Heterogeneous Treatment Effect

It is vital to assess the heterogeneity of treatment effects (HTE) when making health care decisions for an individual patient or a group of patients. Nevertheless, it remains challenging to evaluate HTE based on information collected from clinical studies that are often designed and conducted to evaluate the efficacy of a treatment for the overall population. The Bayesian framework offers a principled and flexible approach to estimate and compare treatment effects across subgroups of patients defined by their characteristics. This package allows users to explore a wide range of Bayesian HTE analysis models, and produce posterior inferences about HTE. See Wang et al. (2018) <doi:10.18637/jss.v085.i07> for further details.

Version: 3.1
Depends: R (≥ 3.4.0), Rcpp (≥ 0.12.0), methods
Imports: rstan (≥ 2.18.1), rstantools (≥ 1.5.0), survival, loo, RcppParallel (≥ 5.0.1)
LinkingTo: StanHeaders (≥ 2.18.0), rstan (≥ 2.18.1), BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1)
Suggests: knitr, shiny, rmarkdown, pander, shinythemes, DT, testthat
Published: 2023-08-09
DOI: 10.32614/CRAN.package.beanz
Author: Chenguang Wang [aut, cre], Ravi Varadhan [aut], Trustees of Columbia University [cph] (tools/make_cpp.R, R/stanmodels.R)
Maintainer: Chenguang Wang <cwang68 at jhmi.edu>
License: GPL (≥ 3)
NeedsCompilation: yes
SystemRequirements: GNU make
Citation: beanz citation info
Materials: NEWS
CRAN checks: beanz results

Documentation:

Reference manual: beanz.pdf
Vignettes: beanz: Bayesian Analysis of Heterogeneous Treatment Effect

Downloads:

Package source: beanz_3.1.tar.gz
Windows binaries: r-devel: beanz_3.1.zip, r-release: beanz_3.1.zip, r-oldrel: beanz_3.1.zip
macOS binaries: r-release (arm64): beanz_3.1.tgz, r-oldrel (arm64): beanz_3.1.tgz, r-release (x86_64): beanz_3.1.tgz, r-oldrel (x86_64): beanz_3.1.tgz
Old sources: beanz archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=beanz to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.