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A method for fitting the entire regularization path of the principal components lasso for linear and logistic regression models. The algorithm uses cyclic coordinate descent in a pathwise fashion. See URL below for more information on the algorithm. See Tay, K., Friedman, J. ,Tibshirani, R., (2014) 'Principal componentguided sparse regression' <arXiv:1810.04651>.
Package details 


Author  Jerome Friedman, Kenneth Tay, Robert Tibshirani 
Maintainer  Rob Tibshirani <[email protected]> 
License  GPL3 
Version  1.1 
URL  https://arxiv.org/abs/1810.04651 
Package repository  View on CRAN 
Installation 
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