Package: survivalmodels
Title: Models for Survival Analysis
Version: 0.1.19
Authors@R: 
    c(person(given = "Raphael",
             family = "Sonabend",
             role = c("aut", "cre"),
             email = "raphaelsonabend@gmail.com",
             comment = c(ORCID = "0000-0001-9225-4654")),
      person(given = "John",
             family = "Zobolas",
             role = c("aut"),
             email = "bblodfon@gmail.com",
             comment = c(ORCID = "0000-0002-3609-8674")))
Description: Implementations of classical and machine learning models
        for survival analysis, including deep neural networks via
        'keras' and 'tensorflow'. Each model includes a separated fit
        and predict interface with consistent prediction types for
        predicting risk, survival probabilities, or survival
        distributions with 'distr6'
        <https://CRAN.R-project.org/package=distr6>. Models are either
        implemented from 'Python' via 'reticulate'
        <https://CRAN.R-project.org/package=reticulate>, from code in
        GitHub packages, or novel implementations using 'Rcpp'
        <https://CRAN.R-project.org/package=Rcpp>. Novel machine
        learning survival models wil be included in the package in
        near-future updates. Neural networks are implemented from the
        'Python' package 'pycox' <https://github.com/havakv/pycox> and
        are detailed by Kvamme et al. (2019)
        <https://jmlr.org/papers/v20/18-424.html>. The 'Akritas'
        estimator is defined in Akritas (1994)
        <doi:10.1214/aos/1176325630>. 'DNNSurv' is defined in Zhao and
        Feng (2020) <arXiv:1908.02337>.
License: MIT + file LICENSE
URL: https://github.com/RaphaelS1/survivalmodels/
BugReports: https://github.com/RaphaelS1/survivalmodels/issues
Imports: Rcpp (>= 1.0.5)
Suggests: distr6 (>= 1.6.6), keras (>= 2.11.0), param6, pseudo,
        reticulate, set6, survival, testthat
LinkingTo: Rcpp
Remotes: xoopR/distr6, xoopR/param6, xoopR/set6
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Repository: https://raphaels1.r-universe.dev
Date/Publication: 2024-07-01 08:40:40 UTC
RemoteUrl: https://github.com/RaphaelS1/survivalmodels
RemoteRef: HEAD
RemoteSha: e7af58c7d8aec9f253bfed9f3814308ba2952e43
NeedsCompilation: yes
Packaged: 2026-10-11 09:42:28 UTC; root
Author: Raphael Sonabend [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9225-4654>),
  John Zobolas [aut] (ORCID: <https://orcid.org/0000-0002-3609-8674>)
Maintainer: Raphael Sonabend <raphaelsonabend@gmail.com>