Package: rjaf
Title: Regularized Joint Assignment Forest with Treatment Arm
        Clustering
Version: 0.1.3
URL: https://github.com/wustat/rjaf
BugReports: https://github.com/wustat/rjaf/issues
Authors@R: 
    c(person(given = "Wenbo",
             family = "Wu",
             email = "Wenbo.Wu@med.nyu.edu", 
             role = c("aut", "cph"),
             comment = c(ORCID = "0000-0002-7642-9773")),
      person(given = "Xinyi", 
             family = "Zhang", 
             email = "zhang.xinyi@nyu.edu",
             role = c("aut", "cre", "cph"),
             comment = c(ORCID = "0009-0007-7306-491X")),
      person(given = "Jann",
             family = "Spiess",
             email = "jspiess@stanford.edu",
             role = c("aut", "cph"),
             comment = c(ORCID = "0000-0002-4120-8241")),
      person(given = "Rahul",
             family = "Ladhania",
             email = "ladhania@umich.edu",
             role = c("aut", "cph"),
             comment = c(ORCID = "0000-0002-7902-7681")))
Description: Personalized assignment to one of many treatment arms via regularized and clustered joint assignment forests as described in Ladhania, Spiess, Ungar, and Wu (2023) <doi:10.48550/arXiv.2311.00577>. The algorithm pools information across treatment arms: it considers a regularized forest-based assignment algorithm based on greedy recursive partitioning that shrinks effect estimates across arms; and it incorporates a clustering scheme that combines treatment arms with consistently similar outcomes.
LinkingTo: Rcpp, RcppArmadillo
Depends: R (>= 3.5.0)
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
Imports: Rcpp, dplyr, tibble, magrittr, readr, randomForest, ranger,
        forcats, rlang (>= 1.1.0), tidyr, stringr, MASS
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
NeedsCompilation: yes
Packaged: 2025-04-10 02:30:10 UTC; xinyizhang
Author: Wenbo Wu [aut, cph] (<https://orcid.org/0000-0002-7642-9773>),
  Xinyi Zhang [aut, cre, cph] (<https://orcid.org/0009-0007-7306-491X>),
  Jann Spiess [aut, cph] (<https://orcid.org/0000-0002-4120-8241>),
  Rahul Ladhania [aut, cph] (<https://orcid.org/0000-0002-7902-7681>)
Maintainer: Xinyi Zhang <zhang.xinyi@nyu.edu>
Repository: CRAN
Date/Publication: 2025-04-10 02:50:02 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-26 21:07:05 UTC; unix
Archs: rjaf.so.dSYM
