Package: PTE
Type: Package
Title: Personalized Treatment Evaluator
Version: 2.0.1
Authors@R: c(
    person("Adam", "Kapelner", email = "kapelner@qc.cuny.edu",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0001-5985-6792")),
    person("Alina", "Levine", role = "aut"),
    person("Justin", "Bleich", role = "aut"))
Description: Provides out-of-sample inference for evaluating whether a
        pre-specified personalized treatment recommendation model
        improves outcomes relative to business-as-usual treatment
        assignment. Supports continuous, binary, and survival endpoints
        from two-arm randomized trials, cross-validated performance
        estimates, confidence intervals and hypothesis tests based on
        the bootstrap, and data-driven selection of the m-out-of-n
        bootstrap size. Default model-fitting kernels are implemented
        in C++ through 'Rcpp' for computational efficiency.
License: GPL-3
Encoding: UTF-8
URL: https://kapelner.github.io/PTE/,
        https://kapelner.r-universe.dev/PTE,
        https://github.com/kapelner/PTE
BugReports: https://github.com/kapelner/PTE/issues
X-schema.org-keywords: personalized medicine, precision medicine,
        personalized treatment recommendations, individualized
        treatment rules, treatment regimes, heterogeneous treatment
        effects, treatment policy evaluation, policy value estimation,
        comparative effectiveness research, causal inference,
        randomized controlled trials, clinical trials, statistical
        inference, bootstrap inference, m-out-of-n bootstrap,
        cross-validation, survival analysis, R package
Depends: R (>= 3.5.0)
Imports: foreach, parallel, doParallel, ggplot2, stats, survival, Rcpp,
        checkmate
LinkingTo: Rcpp, RcppEigen, RcppNumerical
RoxygenNote: 7.3.3
Suggests: testthat (>= 3.0.0), mirai
Config/testthat/edition: 3
Config/Needs/website: pkgdown
Repository: https://kapelner.r-universe.dev
Date/Publication: 2026-09-03 13:11:27 UTC
RemoteUrl: https://github.com/kapelner/PTE
RemoteRef: HEAD
RemoteSha: 9bcf49ceafabd46043a6468cc9911d28a916db29
RemoteSubdir: PTE
NeedsCompilation: yes
Packaged: 2026-11-09 12:22:19 UTC; root
Author: Adam Kapelner [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-5985-6792>),
  Alina Levine [aut],
  Justin Bleich [aut]
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>