CRAN/E | PMA

PMA

Penalized Multivariate Analysis

Installation

About

Performs Penalized Multivariate Analysis: a penalized matrix decomposition, sparse principal components analysis, and sparse canonical correlation analysis, described in Witten, Tibshirani and Hastie (2009) doi:10.1093/biostatistics/kxp008 and Witten and Tibshirani (2009) Extensions of sparse canonical correlation analysis, with applications to genomic data doi:10.2202/1544-6115.1470.

github.com/bnaras/PMA
Bug report File report

Key Metrics

Version 1.2-3
R ≥ 2.10
Published 2024-02-06 81 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks PMA results

Downloads

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Last 365 days 12.057 +41%

Maintainer

Maintainer

Balasubramanian Narasimhan

naras@stanford.edu

Authors

Daniela Witten

aut

Rob Tibshirani

aut

Sam Gross

aut

Balasubramanian Narasimhan

cre / aut

Material

README
NEWS
Reference manual
Package source

In Views

Omics

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

PMA archive

Depends

R ≥ 2.10

Imports

utils

Reverse Depends

CVR
EESPCA
LPGraph

Reverse Imports

omicRexposome
prinvars

Reverse Suggests

conos
epca