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 .


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Reference manual

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install.packages("PMA")

1.2.1 by Rob Tibshirani, 16 days 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 and Rob Tibshirani


Documentation:   PDF Manual  


GPL (>= 2) license



Imported by DCA, SmCCNet.

Depended on by CVR, LPGraph.

Suggested by nscancor.


See at CRAN