R/spca-package.R

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

#' spca: A package for lasso-penalized singular value decomposition and sparse principal components analysis
#'
#' The package implements the lasso-penalized singular value decomposition, and principal components analyis 
#' of Witten, Hastie and Tibshirani (2009). It is similar to some of the functionality in the \pkg{PMA} package.  
#' 
#' @references 
#' Witten, D. M., Tibshirani, R., & Hastie, T. (2009). A penalized matrix decomposition, with applications to 
#' sparse principal components and canonical correlation analysis. \emph{Biostatistics}, 10(3), 515-534.
#' 
#' @docType package
#' @name spca-package
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