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Is designed to interactively and reproducibly visualize and filter SNP (single-nucleotide polymorphism) datasets. This R-based implementation of SNP and genotype filters facilitates an interactive and iterative SNP filtering pipeline, which can be documented reproducibly via Rmarkdown. 'SNPfiltR' contains functions for visualizing various quality and missing data metrics for a SNP dataset, and then filtering the dataset based on user specified cutoffs. All functions take 'vcfR' objects as input, which can easily be generated by reading standard vcf (variant call format) files into R using the R package 'vcfR' (Knaus and Grünwald) (<doi:10.1111/1755-0998.12549>). Each 'SNPfiltR' function can return a newly filtered vcfR object, which can then be written to a local directory in standard vcf format using the 'vcfR' package, for downstream population genetic and phylogenetic analyses.
Version: | 1.0.1 |
Depends: | R (≥ 2.10) |
Imports: | vcfR, ggplot2, Rtsne, cluster, adegenet, gridExtra, ggridges, stats, graphics, utils |
Suggests: | rmarkdown, knitr |
Published: | 2023-03-17 |
DOI: | 10.32614/CRAN.package.SNPfiltR |
Author: | Devon DeRaad |
Maintainer: | Devon DeRaad <devonderaad at gmail.com> |
License: | MIT + file LICENSE |
NeedsCompilation: | no |
Materials: | README |
In views: | MissingData |
CRAN checks: | SNPfiltR results |
Reference manual: | SNPfiltR.pdf |
Vignettes: |
reproducible-vignette |
Package source: | SNPfiltR_1.0.1.tar.gz |
Windows binaries: | r-devel: SNPfiltR_1.0.1.zip, r-release: SNPfiltR_1.0.1.zip, r-oldrel: SNPfiltR_1.0.1.zip |
macOS binaries: | r-release (arm64): SNPfiltR_1.0.1.tgz, r-oldrel (arm64): SNPfiltR_1.0.1.tgz, r-release (x86_64): SNPfiltR_1.0.1.tgz, r-oldrel (x86_64): SNPfiltR_1.0.1.tgz |
Old sources: | SNPfiltR 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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