donkang75/MetaPCA: MetaPCA: Meta-analysis in the Dimension Reduction of Genomic data

MetaPCA implements simultaneous dimension reduction using PCA when multiple studies are combined. We propose two basic ideas to find a common PC subspace by eigenvalue maximization approach and angle minimization approach, and we extend the concept to incorporate Robust PCA and Sparse PCA in the meta-analysis realm.

Getting started

Package details

AuthorDon Kang <[email protected]> and George Tseng <[email protected]>
MaintainerDon Kang <[email protected]>
LicenseGPL-2
Version0.1.4
URL https://github.com/donkang75/MetaPCA
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("donkang75/MetaPCA")
donkang75/MetaPCA documentation built on May 15, 2019, 10:41 a.m.