Package: twoStageDesignTMLE
Title: Targeted Maximum Likelihood Estimation for Two-Stage Study
        Design
Version: 1.0.1.2
Authors@R: c(person("Susan", "Gruber", role = c("aut", "cre"), 
				email = "sgruber@TLrevolution.com"),
                    person("Mark", "van der Laan", role = "aut",
                                email = "laan@TLrevolution.com"))
Author: Susan Gruber [aut, cre],
  Mark van der Laan [aut]
Maintainer: Susan Gruber <sgruber@TLrevolution.com>
Copyright: Copyright 2024. TL Revolution LLC. All Rights Reserved.
Description: An inverse probability of censoring weighted (IPCW) targeted maximum likelihood estimator (TMLE) for evaluating a marginal point treatment effect from data where some variables were collected on only a subset of participants using a two-stage design (or marginal mean outcome for a single arm study). A TMLE for conditional parameters defined by a marginal structural model (MSM) is also available.
Depends: tmle (>= 2.0)
Suggests: dbarts (>= 0.9-18), glmnet
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-02-05 15:44:13 UTC; susan
Repository: CRAN
Date/Publication: 2025-02-05 16:00:02 UTC
Built: R 4.6.0; ; 2026-04-26 10:57:41 UTC; unix
