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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 |
Please use the canonical form https://CRAN.R-project.org/package=RAINBOWR to link to this page.
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.