schoonees/spca: Lasso-Penalized Singular Value Decomposition and Sparse Principal Components Analysis

Lasso-penalized singular value decomposition, and principal components analyis based on this decomposition. The algorithms are based on Witten, Hastie and Tibshirani (2009), and is similar to that in the \pkg{PMA} package.

Getting started

Package details

AuthorPieter Schoonees [aut, cre]
MaintainerPieter Schoonees <schoonees@gmail.com>
LicenseGPL-3
Version1.1
URL https://github.com/schoonees/spca
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("schoonees/spca")
schoonees/spca documentation built on Jan. 31, 2021, 6:21 p.m.