Penalized Multivariate Analysis

Performs Penalized Multivariate Analysis: a penalized matrix decomposition, sparse principal components analysis, and sparse canonical correlation analysis, described in Witten, Tibshirani and Hastie (2009) and Witten and Tibshirani (2009) Extensions of sparse canonical correlation analysis, with applications to genomic data .


PMA

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Penalized Multivariate Analysis.

Reference manual

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install.packages("PMA")

1.2-4 by Balasubramanian Narasimhan, 2 years ago


https://github.com/bnaras/PMA


Report a bug at https://github.com/bnaras/PMA/issues


Browse source code at https://github.com/cran/PMA


Authors: Daniela Witten [aut] , Rob Tibshirani [aut] , Sam Gross [aut] , Balasubramanian Narasimhan [cre, aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports utils


Imported by HMC, prinvars.

Suggested by ccar3, conos, epca.


See at CRAN