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.

Install the latest version of this package by entering the following in R:
install.packages("beanz")
AuthorChenguang Wang [aut, cre], Ravi Varadhan [aut], Trustees of Columbia University [cph] (tools/make_cpp.R, R/stanmodels.R)
Date of publication2017-04-23 07:10:02 UTC
MaintainerChenguang Wang <cwang68@jhmi.edu>
LicenseGPL (>= 3)
Version2.0

View on CRAN

Files

inst
inst/shiny
inst/shiny/ui.R inst/shiny/server.R
inst/shiny/www
inst/shiny/www/gwd_workspace.json
inst/shiny/www/beanz_do.html
inst/shiny/www/info.png
inst/shiny/www/beanz_solvd.html
inst/shiny/www/beanz_need.html
inst/shiny/www/beanz_rst.html
inst/shiny/www/mathmodels.html
inst/shiny/www/beanz_anoint.html
inst/shiny/www/warning.png
inst/shiny/www/models.html
inst/shiny/www/help.png
inst/shiny/www/beanz.js
inst/shiny/www/beanz_warn.html
inst/shiny/www/anoint_package_tutorial.pdf
inst/shiny/www/beanz_gailsimon.html
inst/shiny/www/error.png
inst/shiny/www/success.png
inst/shiny/www/texturebg.png
inst/shiny/www/styles.css
inst/shiny/www/beanz_footer.html
inst/shiny/beanz_ui.R
inst/shiny/report
inst/shiny/report/report.pdf
inst/shiny/report/report.Rmd
inst/doc
inst/doc/beanz_vignettes.html
inst/doc/beanz_vignettes.R
inst/doc/beanz_vignettes.Rmd
exec
exec/srs.stan
exec/sr.stan
exec/nse.stan
exec/ds.stan
exec/eds.stan
exec/bs.stan
exec/fs.stan
tests
tests/testthat.R
tests/testthat
tests/testthat/test_stan.R tests/testthat/test_present.R tests/testthat/test_subgrp.R
src
src/Makevars
src/beanz_init.c
src/Modules.cpp
src/include
src/include/models.hpp
NAMESPACE
NEWS.md
data
data/solvd.sub.rda
R
R/beanz_present.R R/beanz_package.R R/beanz_stan.R R/beanz_shiny.R R/stanmodels.R R/beanz_data.R R/beanz_subgrp.R R/zzz.R
vignettes
vignettes/beanz_vignettes.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/beanz-package.Rd man/bzCallStan.Rd man/bzPredSubgrp.Rd man/bzRptTbl.Rd man/bzGetSubgrp.Rd man/bzGetSubgrpRaw.Rd man/bzShiny.Rd man/bzGailSimon.Rd man/bzSummary.Rd man/solvd.sub.Rd man/bzComp.Rd
cleanup
tools
tools/make_cpp.R
cleanup.win

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