Package: gFormulaMI
Title: G-Formula for Causal Inference via Multiple Imputation
Version: 1.0.3
Authors@R: 
    c(person("Jonathan", "Bartlett", email = "jonathan.bartlett1@lshtm.ac.uk", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0001-7117-0195")),
           person("Camila", "Olarte Parra", email = "camila.olarte.parra@ki.se", role = "ctb",
           comment = c(ORCID = "0000-0003-0263-4392")),
           person("Erik", "van Zwet", email = "e.w.van_zwet@lumc.nl", role = "ctb"))
Description: Implements the G-Formula method for causal inference with
        time-varying treatments and confounders using Bayesian multiple
        imputation methods, as described by Bartlett et al (2025)
        <doi:10.1177/09622802251316971>. It creates multiple synthetic
        imputed datasets under treatment regimes of interest using the
        'mice' package. These can then be analysed using rules
        developed for analysing multiple synthetic datasets.
License: GPL (>= 3)
Encoding: UTF-8
Imports: mice
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
Depends: R (>= 2.10)
LazyData: true
VignetteBuilder: knitr
URL: https://jwb133.github.io/gFormulaMI/
Config/pak/sysreqs: cmake make libicu-dev libx11-dev zlib1g-dev
Repository: https://jwb133.r-universe.dev
Date/Publication: 2025-11-07 14:21:13 UTC
RemoteUrl: https://github.com/jwb133/gformulami
RemoteRef: HEAD
RemoteSha: 5ba4087d9300b00da165466a3f3f6e5d22501029
NeedsCompilation: no
Packaged: 2026-07-05 07:11:35 UTC; root
Author: Jonathan Bartlett [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7117-0195>),
  Camila Olarte Parra [ctb] (ORCID:
    <https://orcid.org/0000-0003-0263-4392>),
  Erik van Zwet [ctb]
Maintainer: Jonathan Bartlett <jonathan.bartlett1@lshtm.ac.uk>