Package: DTRreg
Type: Package
Title: DTR Estimation and Inference via G-Estimation, Dynamic WOLS,
        Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
Version: 2.4
Date: 2026-05-10
Author: Michael Wallace [aut], Erica E M Moodie [aut], David A Stephens
        [aut], Gabrielle Simoneau [aut], Shannon T. Holloway [aut,
        cre], Juliana Schulz [aut]
Maintainer: Shannon T. Holloway <shannon.t.holloway@gmail.com>
Authors@R: c(person(given = "Michael",
                      family = "Wallace",
                      role = "aut"),
               person(given = c("Erica", "E", "M"),
                      family = "Moodie",
                      role = "aut"),
               person(given = c("David", "A"),
                      family = "Stephens",
                      role = "aut"),
               person(given = "Gabrielle",
                      family = "Simoneau",
                      role = "aut"),
               person(given = c("Shannon", "T."),
                      family = "Holloway",
                      role = c("aut", "cre"),
                      email = "shannon.t.holloway@gmail.com"),
               person(given = "Juliana",
                      family = "Schulz",
                      role = "aut"))
Description: Dynamic treatment regime estimation and inference via
        G-estimation, dynamic weighted ordinary least squares (dWOLS)
        and Q-learning. Inference via bootstrap and recursive sandwich
        estimation. Estimation and inference for survival outcomes via
        Dynamic Weighted Survival Modeling (DWSurv). Extension to
        continuous treatment variables. Wallace et al. (2017)
        <DOI:10.18637/jss.v080.i02>; Simoneau et al. (2020)
        <DOI:10.1080/00949655.2020.1793341>.
License: GPL-2
Imports: ggplot2, ggplotify, graphics, nnet, R6, stats, utils
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
NeedsCompilation: no
Collate: 'treatmentClasses.R' 'Ahat.R' 'varest.R' 'sandwich.R'
        'utils.R' 'weights.R' 'gest.R' 'dwols.R' 'dtrProcedure.R'
        'bootstrapStep.R' 'variance.R' 'interactive.R'
        'inputProcessing.R' 'DTRreg.R' 'DWsurv.R' 'chooseM.R'
        'data_generate.R' 's3-methods.R'
Depends: R (>= 4.1.0)
Packaged: 2026-07-12 05:30:05 UTC; root
Config/pak/sysreqs: cmake make libuv1-dev
Repository: https://sth1402.r-universe.dev
Date/Publication: 2026-05-13 19:12:35 UTC
RemoteUrl: https://github.com/cran/DTRreg
RemoteRef: HEAD
RemoteSha: b2c2ec7d335a585cf6042d5959a52e2e0d7644b1