Package: CondiS
Type: Package
Title: Censored Data Imputation for Direct Modeling
Version: 0.1.2
Authors@R: c(
    person("Yizhuo", "Wang", role=c("aut", "cre"), email="ywang70@mdanderson.org", comment = c(ORCID = "0000-0002-1870-0019")),
    person("Ziyi", "Li", role=c("aut")),
    person("Xuelin", "Huang", role=c("aut")),
	person("Christopher", "Flowers", role=c("ctb"))
    )
Description: Impute the survival times for censored observations based
        on their conditional survival distributions derived from the
        Kaplan-Meier estimator. 'CondiS' can replace the censored
        observations with the best approximations from the statistical
        model, allowing for direct application of machine
        learning-based methods. When covariates are available, 'CondiS'
        is extended by incorporating the covariate information through
        machine learning-based regression modeling ('CondiS_X'), which
        can further improve the imputed survival time.
License: GPL-2
Encoding: UTF-8
Depends: R (>= 3.6)
Imports: caret, survival, kernlab, purrr, tidyverse, survminer
NeedsCompilation: no
Suggests: rmarkdown, knitr
VignetteBuilder: knitr
RoxygenNote: 7.1.2
Packaged: 2026-10-11 09:53:36 UTC; root
Author: Yizhuo Wang [aut, cre]
        (<https://orcid.org/0000-0002-1870-0019>), Ziyi Li [aut],
        Xuelin Huang [aut], Christopher Flowers [ctb]
Maintainer: Yizhuo Wang <ywang70@mdanderson.org>
Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev
        libfribidi-dev make libharfbuzz-dev libicu-dev libjpeg-dev
        libpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev
        libssl-dev libx11-dev zlib1g-dev
Repository: https://yizhuo-wang.r-universe.dev
Date/Publication: 2022-04-17 02:12:29 UTC
RemoteUrl: https://github.com/cran/CondiS
RemoteRef: HEAD
RemoteSha: 967222b2f83bac0e8b2af9aecbf7a27a30c2a313