Package: survML
Title: Tools for Flexible Survival Analysis Using Machine Learning
Version: 1.2.0
Authors@R: 
    c(person(given = "Charles",
           family = "Wolock",
           role = c("aut", "cre", "cph"),
           email = "cwolock@gmail.com",
           comment = c(ORCID = "0000-0003-3527-1102")),
      person(given = "Avi",
             family = "Kenny",
             role = c("ctb"),
             email = "avi.kenny@gmail.com",
             comment = c(ORCID = "0000-0002-9465-7307")))
Description: Statistical tools for analyzing time-to-event data using
             machine learning. Implements survival stacking for conditional 
             survival estimation, standardized survival function estimation for 
             current status data, and methods for algorithm-agnostic variable
             importance. See Wolock CJ, Gilbert PB, Simon N, 
             and Carone M (2024) <doi:10.1080/10618600.2024.2304070>. 
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: SuperLearner (>= 2.0.28),
Imports: Iso (>= 0.0.18.1), haldensify (>= 0.2.3), fdrtool (>= 1.2.17),
        ChernoffDist (>= 0.1.0), dplyr (>= 1.0.10), gtools (>= 3.9.5),
        mboost (>= 2.9.0), survival (>= 3.5.0), stats (>= 4.3.2),
        methods (>= 4.3.2)
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), ggplot2 (>= 3.4.0),
        gam (>= 1.22.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://github.com/cwolock/survML,
        https://cwolock.github.io/survML/
BugReports: https://github.com/cwolock/survML/issues
NeedsCompilation: no
Packaged: 2024-10-30 22:52:17 UTC; cwolock
Author: Charles Wolock [aut, cre, cph]
    (<https://orcid.org/0000-0003-3527-1102>),
  Avi Kenny [ctb] (<https://orcid.org/0000-0002-9465-7307>)
Maintainer: Charles Wolock <cwolock@gmail.com>
Repository: CRAN
Date/Publication: 2024-10-31 00:20:01 UTC
Built: R 4.6.0; ; 2026-04-29 08:41:07 UTC; unix
