Package: gfoRmulaICE
Type: Package
Title: Parametric Iterative Conditional Expectation G-Formula
Version: 1.1.1
Authors@R: c(person("Zhaoxi", "Cheng", role = c("aut"),
                     email = "zcheng@hsph.harvard.edu"),
              person("Jing", "Li", role = c("aut", "cre"), 
                      email = "jing_li@hsph.harvard.edu"),
              person("Sophia", "Rein", role = c("aut"), 
                      email = "srein@hsph.harvard.edu"),
              person("Ryan", "O'Dea", role = c("aut"), 
                      email = "ryanodea@hsph.harvard.edu"),
              person("Sean", "McGrath", role = c("aut"),
                      email = "sean_mcgrath@g.harvard.edu"),
              person("Lan", "Wen", role = c("aut"),
                      email = "lan.wen@uwaterloo.ca"),
              person("Miguel A.", "Hernán", role = c("aut"),
                      email = "mhernan@hsph.harvard.edu"),
              person("2024 The President and Fellows of Harvard College", 
                      role = c("cph")))
Description: Implements iterative conditional expectation (ICE)
        estimators of the plug-in g-formula (Wen, Young, Robins, and
        Hernán (2020) <doi: 10.1111/biom.13321>). Both singly robust
        and doubly robust ICE estimators based on parametric models are
        available. The package can be used to estimate survival curves
        under sustained treatment strategies (interventions) using
        longitudinal data with time-varying treatments, time-varying
        confounders, censoring, and competing events. The interventions
        can be static or dynamic, and deterministic or stochastic
        (including threshold interventions). Both prespecified and
        user-defined interventions are available.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports: data.table, ggplot2, nnet, doParallel, parallel, foreach,
        stringr, magrittr, dplyr, rlang, reshape2, speedglm, methods,
        Hmisc, splines
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
RoxygenNote: 7.3.2
Depends: R (>= 2.10)
NeedsCompilation: no
Packaged: 2026-06-20 08:44:34 UTC; root
Author: Zhaoxi Cheng [aut], Jing Li [aut, cre], Sophia Rein [aut], Ryan
        O'Dea [aut], Sean McGrath [aut], Lan Wen [aut], Miguel A.
        Hernán [aut], 2024 The President and Fellows of Harvard College
        [cph]
Maintainer: Jing Li <jing_li@hsph.harvard.edu>
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://liljing.r-universe.dev
Date/Publication: 2025-12-14 22:00:02 UTC
RemoteUrl: https://github.com/cran/gfoRmulaICE
RemoteRef: HEAD
RemoteSha: bbc4ee2d7fd5bcacf43604a323fbd0b05c1bc368