Package: CERFIT
Version: 0.2.0
Title: Causal Effect Random Forest of Interaction Trees
Authors@R: c(
    person(given = "Justin",family = "Thorp",email = "jjtthorp@gmail.com",role = c("aut","cre")),
    person(given = "Joshua", family = "Moffat", email = "joshua.moffat@gmail.com", role = "aut"),
    person(given = "Luo",family = "Li",role = "aut"),
    person(given = "Juanjuan", family = "Fan",role = "aut"))
Description: Fits a Causal Effect Random Forest of Interaction Trees
        (CERFIT) which is a modification of the Random Forest algorithm
        where each split is chosen to maximize subgroup treatment
        heterogeneity. Doing this allows it to estimate the
        individualized treatment effect for each observation in either
        randomized controlled trial (RCT) or observational data. For
        more information see L. Li, R. A. Levine, and J. Fan (2022)
        <doi:10.1002/sta4.457>.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
LinkingTo: Rcpp, RcppArmadillo
Imports: partykit, CBPS, randomForest, twang, Rcpp, stats, glmnet,
        survival
Depends: R (>= 2.10)
Config/pak/sysreqs: make libjpeg-dev libpng-dev
Repository: https://justinthorp.r-universe.dev
Date/Publication: 2026-05-08 21:36:02 UTC
RemoteUrl: https://github.com/justinthorp/cerfit
RemoteRef: HEAD
RemoteSha: cb8b02479c89ab97e444e55c229d7adcd9678b52
NeedsCompilation: yes
Packaged: 2026-07-07 06:19:37 UTC; root
Author: Justin Thorp [aut, cre],
  Joshua Moffat [aut],
  Luo Li [aut],
  Juanjuan Fan [aut]
Maintainer: Justin Thorp <jjtthorp@gmail.com>