CRAN/E | FastKM

FastKM

A Fast Multiple-Kernel Method Based on a Low-Rank Approximation

Installation

About

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 .

Key Metrics

Version 1.1
Published 2022-06-07 688 days ago
Needs compilation? no
License GPL-2
CRAN checks FastKM results

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Maintainer

Maintainer

Shannon T. Holloway

shannon.t.holloway@gmail.com

Authors

Rachel Marceau
Wenbin Lu
Michele M. Sale
Bradford B. Worrall
Stephen R. Williams
Fang-Chi Hsu
Jung-Ying Tzeng
Shannon T. Holloway

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

FastKM archive

Depends

rARPACK
stats
methods

Suggests

coxKM
SKAT
survival