Package: comets
Type: Package
Title: Covariance Measure Tests for Conditional Independence
Version: 0.2-2
Authors@R: c(person("Lucas", "Kook", email = "lucasheinrich.kook@gmail.com",
    role = c("aut", "cre"), comment = c(ORCID = "0000-0002-7546-7356")),
    person("Anton Rask", "Lundborg", role = "ctb"))
Description: Covariance measure tests for conditional independence testing
    against conditional covariance and nonlinear conditional mean alternatives.
    The package implements versions of the generalised covariance measure test
    (Shah and Peters, 2020, <doi:10.1214/19-aos1857>) and projected covariance
    measure test (Lundborg et al., 2023, <doi:10.1214/24-AOS2447>). The
    tram-GCM test, for censored responses, is implemented including the Cox
    model and survival forests (Kook et al., 2024,
    <doi:10.1080/01621459.2024.2395588>). Application examples to variable
    significance testing and modality selection can be found in Kook and
    Lundborg (2024, <doi:10.1093/bib/bbae475>).
Depends: R (>= 4.2.0)
Imports: ranger, glmnet, Formula, survival, coin, Rcpp
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.1
Suggests: testthat (>= 3.0.0), ggplot2, tidyr, dplyr, xgboost, lightgbm
Config/testthat/edition: 3
URL: https://github.com/LucasKook/comets
BugReports: https://github.com/LucasKook/comets/issues
LinkingTo: Rcpp
NeedsCompilation: yes
Packaged: 2025-11-05 12:19:31 UTC; lkook
Author: Lucas Kook [aut, cre] (ORCID: <https://orcid.org/0000-0002-7546-7356>),
  Anton Rask Lundborg [ctb]
Maintainer: Lucas Kook <lucasheinrich.kook@gmail.com>
Repository: CRAN
Date/Publication: 2025-11-05 12:40:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-28 15:58:43 UTC; unix
Archs: comets.so.dSYM
