Package: DynForest
Title: Random Forest with Multivariate Longitudinal Predictors
Version: 1.2.1
Authors@R: 
    c(
    person("Anthony", "Devaux", email = "anthony.devauxbarault@gmail.com", 
    role = c("aut", "cre"), comment = c(ORCID = "0000-0002-8862-4218")),
    person("Robin", "Genuer", email = "robin.genuer@u-bordeaux.fr", 
    role = c("aut"), comment = c(ORCID = "0000-0002-0981-3943")),
    person("Cécile", "Proust-Lima", email = "cecile.proust-lima@u-bordeaux.fr", 
    role = c("aut"), comment = c(ORCID = "0000-0002-9884-955X")),
    person("Louis", "Capitaine",
    role = c("aut"), comment = c(ORCID = "0000-0001-6800-2342"))
    )
Description: Based on random forest principle, 'DynForest' is able to
        include multiple longitudinal predictors to provide individual
        predictions. Longitudinal predictors are modeled through the
        random forest. The methodology is fully described for a
        survival outcome in: Devaux, Helmer, Genuer & Proust-Lima
        (2023) <doi: 10.1177/09622802231206477>.
Imports: DescTools, cli, cmprsk, doParallel, doRNG, foreach, ggplot2,
        lcmm, methods, pbapply, pec, prodlim, stringr, survival, zoo
Depends: R (>= 4.4.0)
License: LGPL (>= 3)
LazyData: true
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
URL: https://github.com/anthonydevaux/DynForest
BugReports: https://github.com/anthonydevaux/DynForest/issues
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
        libx11-dev zlib1g-dev
Repository: https://anthonydevaux.r-universe.dev
Date/Publication: 2025-04-11 14:30:01 UTC
RemoteUrl: https://github.com/anthonydevaux/dynforest
RemoteRef: HEAD
RemoteSha: 46cb72d6f13d115a3e04ce7e4be60d8374366052
NeedsCompilation: no
Packaged: 2026-07-02 08:53:24 UTC; root
Author: Anthony Devaux [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8862-4218>),
  Robin Genuer [aut] (ORCID: <https://orcid.org/0000-0002-0981-3943>),
  Cécile Proust-Lima [aut] (ORCID:
    <https://orcid.org/0000-0002-9884-955X>),
  Louis Capitaine [aut] (ORCID: <https://orcid.org/0000-0001-6800-2342>)
Maintainer: Anthony Devaux <anthony.devauxbarault@gmail.com>