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Estimates of coefficients of lasso penalized linear regression and generalized linear models subject to nonnegativity constraints on the parameters using multiplicative iterative algorithm. Entire regularization path for a sequence of lambda values can be obtained. Functions are available for creating plots of regularization path, cross validation and estimating coefficients at a given lambda value. There is also provision for obtaining standard error of coefficient estimates.
Package details 


Author  Baidya Nath Mandal <[email protected]> and Jun Ma <[email protected]> 
Maintainer  Baidya Nath Mandal <[email protected]> 
License  GPL (>= 2) 
Version  0.3 
Package repository  View on CRAN 
Installation 
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