Package: FastKM
Type: Package
Title: A Fast Multiple-Kernel Method Based on a Low-Rank Approximation
Version: 1.2
Date: 2025-05-03
Author: Rachel Marceau [aut], Wenbin Lu [aut], Michele M. Sale [aut],
        Bradford B. Worrall [aut], Stephen R. Williams [aut], Fang-Chi
        Hsu [aut], Jung-Ying Tzeng [aut], Shannon T. Holloway [aut,
        cre]
Maintainer: Shannon T. Holloway <shannon.t.holloway@gmail.com>
Authors@R: c(person(given = "Rachel",
                        family = "Marceau",
                        role = "aut"),
                 person(given = "Wenbin",
                        family = "Lu",
                        role = "aut"),
                 person(given = c("Michele", "M."),
                        family = "Sale",
                        role = "aut"),
                 person(given = c("Bradford", "B."),
                        family = "Worrall",
                        role = "aut"),
                 person(given = c("Stephen", "R."),
                        family = "Williams",
                        role = "aut"),
                 person(given = "Fang-Chi",
                        family = "Hsu",
                        role = "aut"),
                 person(given = "Jung-Ying",
                        family = "Tzeng",
                        role = "aut"),
                 person(given = c("Shannon", "T."),
                        family = "Holloway",
                        role = c("aut", "cre"),
                        email = "shannon.t.holloway@gmail.com"))
Description: A computationally efficient and statistically rigorous
        fast Kernel Machine method for multi-kernel analysis. The
        approach is based on a low-rank approximation to the nuisance
        effect kernel matrices. The algorithm is applicable to
        continuous, binary, and survival traits and is implemented
        using the existing single-kernel analysis software 'SKAT' and
        'coxKM'. 'coxKM' can be obtained from
        <https://github.com/lin-lab/coxKM>.
License: GPL-2
Depends: rARPACK, stats, methods
Suggests: coxKM, SKAT, survival
NeedsCompilation: no
Packaged: 2026-07-05 02:24:20 UTC; root
Repository: https://sth1402.r-universe.dev
Date/Publication: 2025-05-04 12:10:06 UTC
RemoteUrl: https://github.com/cran/FastKM
RemoteRef: HEAD
RemoteSha: 7fd57ff1d727b10861cb74ad919110c2b9712475