CRAN/E | mmpca

mmpca

Integrative Analysis of Several Related Data Matrices

Installation

About

A generalization of principal component analysis for integrative analysis. The method finds principal components that describe single matrices or that are common to several matrices. The solutions are sparse. Rank of solutions is automatically selected using cross validation. The method is described in Kallus et al. (2019) .

github.com/cyianor/mmpca
System requirements C++11
Bug report File report

Key Metrics

Version 2.0.2
R ≥ 3.3.0
Published 2022-09-08 605 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks mmpca results

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Maintainer

Maintainer

Felix Held

felix.held@gmail.com

Authors

Jonatan Kallus

aut

Felix Held

ctb / cre

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-release

x86_64

r-oldrelnot available

x86_64

Old Sources

mmpca archive

Depends

R ≥ 3.3.0

Imports

digest ≥ 0.6.0
Rcpp ≥ 1.0.8

LinkingTo

Rcpp
RcppEigen
RcppGSL