Package: bartCause 1.0-10

bartCause: Causal Inference using Bayesian Additive Regression Trees

Contains a variety of methods to generate typical causal inference estimates using Bayesian Additive Regression Trees (BART) as the underlying regression model (Hill (2012) <doi:10.1198/jcgs.2010.08162>).

Authors:Vincent Dorie [aut, cre], Jennifer Hill [aut]

bartCause_1.0-10.tar.gz
bartCause_1.0-10.zip(r-4.7)bartCause_1.0-10.zip(r-4.6)bartCause_1.0-10.zip(r-4.5)
bartCause_1.0-10.tgz(r-4.6-any)bartCause_1.0-10.tgz(r-4.5-any)
bartCause_1.0-10.tar.gz(r-4.7-any)bartCause_1.0-10.tar.gz(r-4.6-any)
bartCause_1.0-10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bartCause/json (API)
NEWS

# Install 'bartCause' in R:
install.packages('bartCause', repos = c('https://vdorie.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vdorie/bartcause/issues

On CRAN:

Conda:

6.59 score 86 stars 3 packages 101 scripts 593 downloads 7 exports 1 dependencies

Last updated from:63b53b2a0d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK182
source / vignettesOK147
linux-release-x86_64OK181
macos-release-arm64OK161
macos-oldrel-arm64OK263
windows-develOK174
windows-releaseOK160
windows-oldrelOK162
wasm-releaseOK114

Exports:bartcextractplot_estplot_indivplot_sigmaplot_supportrefit

Dependencies:dbarts

Readme and manuals

Help Manual

Help pageTopics
Causal Inference using Bayesian Additive Regression Treesbartc
Generic Methods for 'bartcFit' Objectsbartc-generics extract extract.bartcFit fitted.bartcFit predict.bartcFit refit refit.bartcFit
Plot methods for 'bartc'bartc-plot plot_est plot_indiv plot_sigma plot_support
Summary for 'bartcFit' Objectssummary.bartcFit