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: 2025-05-03 18:55:20 UTC; 19194
Repository: CRAN
Date/Publication: 2025-05-04 12:10:06 UTC
Built: R 4.6.0; ; 2026-04-26 00:37:45 UTC; unix
