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
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/
NeedsCompilation: no
Packaged: 2025-11-07 14:20:35 UTC; lshjb12
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>
Repository: CRAN
Date/Publication: 2025-11-07 18:20:09 UTC
Built: R 4.6.0; ; 2026-04-26 02:59:50 UTC; unix
