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>).
Version: 0.1-1 Depends: R (≥ 4.2.0) Imports: ranger, glmnet, Formula, survival, coin Suggests: testthat (≥ 3.0.0), ggplot2, tidyr, dplyr, xgboost Published: 2025-01-31 DOI: 10.32614/CRAN.package.comets Author: Lucas Kook [aut, cre], Anton Rask Lundborg [ctb] Maintainer: Lucas Kook <lucasheinrich.kook at gmail.com> BugReports: https://github.com/LucasKook/comets/issues License: GPL-3 URL: https://github.com/LucasKook/comets NeedsCompilation: no CRAN checks: comets results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=comets to link to this page.
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