mtmcgowan/PolySNPclust: Clusters Infinium SNP chip data in polyploid species and calls bi-allelic genotypes

PolySNPclust calls genotypes from complex Infinium assay signals generated by polyploid species by: -Clustering samples for each marker using Gaussian mixture models -Removing unimportant cluster types (resulting from outliers) with supervised machine learning, -Filtering markers by cluster patterns to only those following biallelic patterns -Calling genotypes for the biallelic markers and outputing a genotype matrix compatible with common GWAS/GS methods

Getting started

Package details

MaintainerThe package maintainer <mmcgowan280@gmail.com>
LicenseGPL-3
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mtmcgowan/PolySNPclust")
mtmcgowan/PolySNPclust documentation built on May 31, 2019, 8:43 a.m.