Package: comets
Type: Package
Title: Covariance Measure Tests for Conditional Independence
Version: 0.2-3
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
Suggests: testthat (>= 3.0.0), ggplot2, tidyr, dplyr, xgboost,
        lightgbm, MASS, sandwich
Config/testthat/edition: 3
URL: https://github.com/LucasKook/comets
BugReports: https://github.com/LucasKook/comets/issues
LinkingTo: Rcpp
Config/roxygen2/version: 8.1.0
Repository: https://lucaskook.r-universe.dev
Date/Publication: 2026-10-17 13:28:46 UTC
RemoteUrl: https://github.com/lucaskook/comets
RemoteRef: HEAD
RemoteSha: 5eb19ab2d5a6b48a24a2a6d0d6b227205960aaa3
NeedsCompilation: yes
Packaged: 2026-10-17 13:54:13 UTC; root
Author: Lucas Kook [aut, cre] (ORCID: <https://orcid.org/0000-0002-7546-7356>),
  Anton Rask Lundborg [ctb]
Maintainer: Lucas Kook <lucasheinrich.kook@gmail.com>