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.

AuthorChenguang Wang [aut, cre], Ravi Varadhan [aut], Trustees of Columbia University [cph] (tools/make_cpp.R, R/stanmodels.R)
Date of publication2016-11-14 11:15:01
MaintainerChenguang Wang <cwang68@jhmi.edu>
LicenseGPL (>= 3)
Version1.7.1

View on CRAN

Files

beanz
beanz/inst
beanz/inst/shiny
beanz/inst/shiny/ui.R
beanz/inst/shiny/server.R
beanz/inst/shiny/www
beanz/inst/shiny/www/gwd_workspace.json
beanz/inst/shiny/www/beanz_do.html
beanz/inst/shiny/www/info.png
beanz/inst/shiny/www/beanz_solvd.html
beanz/inst/shiny/www/beanz_need.html
beanz/inst/shiny/www/beanz_rst.html
beanz/inst/shiny/www/mathmodels.html
beanz/inst/shiny/www/beanz_anoint.html
beanz/inst/shiny/www/warning.png
beanz/inst/shiny/www/models.html
beanz/inst/shiny/www/help.png
beanz/inst/shiny/www/beanz.js
beanz/inst/shiny/www/anoint_package_tutorial.pdf
beanz/inst/shiny/www/beanz_gailsimon.html
beanz/inst/shiny/www/error.png
beanz/inst/shiny/www/success.png
beanz/inst/shiny/www/texturebg.png
beanz/inst/shiny/www/styles.css
beanz/inst/shiny/www/beanz_footer.html
beanz/inst/shiny/beanz_ui.R
beanz/inst/shiny/report
beanz/inst/shiny/report/report.Rmd
beanz/inst/doc
beanz/inst/doc/beanz_vignettes.html
beanz/inst/doc/beanz_vignettes.R
beanz/inst/doc/beanz_vignettes.Rmd
beanz/exec
beanz/exec/srs.stan
beanz/exec/sr.stan
beanz/exec/nse.stan
beanz/exec/ds.stan
beanz/exec/eds.stan
beanz/exec/bs.stan
beanz/exec/fs.stan
beanz/src
beanz/src/Makevars
beanz/src/Modules.cpp
beanz/src/include
beanz/src/include/models.hpp
beanz/NAMESPACE
beanz/data
beanz/data/solvd.sub.rda
beanz/R
beanz/R/beanz_present.R beanz/R/beanz_package.R beanz/R/beanz_stan.R beanz/R/beanz_shiny.R beanz/R/stanmodels.R beanz/R/beanz_data.R beanz/R/beanz_subgrp.R beanz/R/zzz.R
beanz/vignettes
beanz/vignettes/beanz_vignettes.Rmd
beanz/MD5
beanz/build
beanz/build/vignette.rds
beanz/DESCRIPTION
beanz/man
beanz/man/beanz-package.Rd beanz/man/r.gailsimon.Rd beanz/man/r.pred.subgrp.effect.Rd beanz/man/solvd.sub.Rd beanz/man/r.plot.trace.Rd beanz/man/r.subgrp.effect.Rd beanz/man/call.stan.Rd beanz/man/comp.stan.Rd beanz/man/summary.stan.Rd beanz/man/r.rpt.tbl.Rd beanz/man/r.get.subgrp.raw.Rd beanz/man/run.beanz.Rd
beanz/cleanup
beanz/tools
beanz/tools/make_cpp.R
beanz/cleanup.win

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