Package: bcf 2.0.2

bcf: Causal Inference for a Binary Treatment and Continuous Outcome using Bayesian Causal Forests

Causal inference for a binary treatment and continuous outcome using Bayesian Causal Forests. See Hahn, Murray and Carvalho (2020) <https://projecteuclid.org/journals/bayesian-analysis/volume-15/issue-3/Bayesian-Regression-Tree-Models-for-Causal-Inference--Regularization-Confounding/10.1214/19-BA1195.full> for additional information. This implementation relies on code originally accompanying Pratola et. al. (2013) <arxiv:1309.1906>.

Authors:Jared S. Murray [aut, cre], P. Richard Hahn [aut], Carlos Carvalho [aut], Peter Mariani [ctb], Constance Delannoy [ctb], Mariel Finucane [ctb], Lauren V. Forrow [ctb], Drew Herren [ctb]

bcf_2.0.2.tar.gz
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bcf.pdf |bcf.html
bcf/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/jaredsmurray/bcf/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3

On CRAN:

8.09 score 39 stars 45 scripts 283 downloads 7 mentions 1 exports 74 dependencies

Last updated 1 years agofrom:f33ae4b0e0. Checks:OK: 3 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-win-x86_64OKOct 25 2024
R-4.5-linux-x86_64OKOct 25 2024
R-4.4-win-x86_64NOTEOct 25 2024
R-4.4-mac-x86_64NOTEOct 25 2024
R-4.4-mac-aarch64NOTEOct 25 2024
R-4.3-win-x86_64NOTEOct 25 2024
R-4.3-mac-x86_64NOTEOct 25 2024
R-4.3-mac-aarch64NOTEOct 25 2024

Exports:bcf

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercodacodetoolscolorspacedata.tabledigestdoParallelevaluatefansifarverfastmapfontawesomeforeachforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellnlmennetpillarpkgconfigR6rappdirsRColorBrewerRcppRcppArmadilloRcppParallelrlangrmarkdownrpartrstudioapisassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunyaml

A Simple Example

Rendered fromE01_simple-example.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-09-26
Started: 2020-07-08

Prediction using BCF

Rendered fromE02_predict-example.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-09-26
Started: 2020-07-08