Package: DTRreg
Type: Package
Title: DTR Estimation and Inference via G-Estimation, Dynamic WOLS,
        Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
Version: 2.3
Date: 2025-05-03
Author: Michael Wallace [aut],
  Erica E M Moodie [aut],
  David A Stephens [aut],
  Gabrielle Simoneau [aut],
  Shannon T. Holloway [aut, cre],
  Juliana Schulz [aut]
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"))
Maintainer: Shannon T. Holloway <shannon.t.holloway@gmail.com>
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
Depends: R (>= 4.1.0)
Imports: graphics, nnet, R6, stats, utils
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
NeedsCompilation: no
Repository: CRAN
Collate: 'treatmentClasses.R' 'Ahat.R' 'interactive.R'
        'inputProcessing.R' 'utils.R' 'weights.R' 'sandwich.R' 'gest.R'
        'dwols.R' 'bootstrapStep.R' 'dtrProcedure.R' 'DTRreg.R'
        'DWsurv.R' 'chooseM.R' 'data_generate.R' 's3-methods.R'
        'varest.R'
Packaged: 2025-05-03 18:24:21 UTC; 19194
Date/Publication: 2025-05-03 18:50:02 UTC
Built: R 4.6.0; ; 2026-04-25 18:26:27 UTC; unix
