rliger: Linked Inference of Genomic Experimental Relationships

Uses an extension of nonnegative matrix factorization to identify shared and dataset-specific factors. See Welch J, Kozareva V, et al (2019) <doi:10.1016/j.cell.2019.05.006>, and Liu J, Gao C, Sodicoff J, et al (2020) <doi:10.1038/s41596-020-0391-8> for more details.

Package details

AuthorJoshua Welch [aut], Yichen Wang [aut, cre], Chao Gao [aut], Jialin Liu [aut], Joshua Sodicoff [aut, ctb], Velina Kozareva [aut, ctb], Evan Macosko [aut, ctb], Paul Hoffman [ctb], Ilya Korsunsky [ctb], Robert Lee [ctb], Andrew Robbins [ctb]
MaintainerYichen Wang <wayichen@umich.edu>
LicenseGPL-3
Version2.1.0
URL https://welch-lab.github.io/liger/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rliger")

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rliger documentation built on Oct. 30, 2024, 1:07 a.m.