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>.
| Version: | 1.2 |
| Depends: | rARPACK, stats, methods |
| Suggests: | coxKM, SKAT, survival |
| Published: | 2025-05-04 |
| DOI: | 10.32614/CRAN.package.FastKM |
| 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 at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | FastKM results |
| Reference manual: | FastKM.html , FastKM.pdf |
| Package source: | FastKM_1.2.tar.gz |
| Windows binaries: | r-devel: FastKM_1.2.zip, r-release: FastKM_1.2.zip, r-oldrel: FastKM_1.2.zip |
| macOS binaries: | r-release (arm64): FastKM_1.2.tgz, r-oldrel (arm64): FastKM_1.2.tgz, r-release (x86_64): FastKM_1.2.tgz, r-oldrel (x86_64): FastKM_1.2.tgz |
| Old sources: | FastKM archive |
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