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By using 'RAINBOWR' (Reliable Association INference By Optimizing Weights with R), users can test multiple SNPs (Single Nucleotide Polymorphisms) simultaneously by kernel-based (SNP-set) methods. This package can also be applied to haplotype-based GWAS (Genome-Wide Association Study). Users can test not only additive effects but also dominance and epistatic effects. In detail, please check our paper on PLOS Computational Biology: Kosuke Hamazaki and Hiroyoshi Iwata (2020) <doi:10.1371/journal.pcbi.1007663>.
Version: | 0.1.35 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp, Matrix, cluster, MASS, pbmcapply, optimx, methods, ape, stringr, pegas, rrBLUP, expm, here, htmlwidgets, Rfast, gaston, MM4LMM, R.utils |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | knitr, rmarkdown, plotly, haplotypes, adegenet, ggplot2, ggtree, scatterpie, phylobase, furrr, future, progressr, foreach, doParallel, data.table |
Published: | 2024-03-03 |
DOI: | 10.32614/CRAN.package.RAINBOWR |
Author: | Kosuke Hamazaki [aut, cre], Hiroyoshi Iwata [aut, ctb] |
Maintainer: | Kosuke Hamazaki <hamazaki at ut-biomet.org> |
License: | MIT + file LICENSE |
NeedsCompilation: | yes |
Citation: | RAINBOWR citation info |
Materials: | README NEWS |
CRAN checks: | RAINBOWR results |
Reference manual: | RAINBOWR.pdf |
Vignettes: |
RAINBOWR |
Package source: | RAINBOWR_0.1.35.tar.gz |
Windows binaries: | r-devel: RAINBOWR_0.1.35.zip, r-release: RAINBOWR_0.1.35.zip, r-oldrel: RAINBOWR_0.1.35.zip |
macOS binaries: | r-release (arm64): RAINBOWR_0.1.35.tgz, r-oldrel (arm64): RAINBOWR_0.1.35.tgz, r-release (x86_64): RAINBOWR_0.1.35.tgz, r-oldrel (x86_64): RAINBOWR_0.1.35.tgz |
Old sources: | RAINBOWR archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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