Fast Functions for Liu Regression with Regularization Parameter and Statistics

Efficient computation of the Liu regression coefficient paths, Liu-related statistics and information criteria for a grid of the regularization parameter. The computations are based on the 'C++' library 'Armadillo' through the 'R' package 'Rcpp'.


Reference manual

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install.packages("fastliu")

1.0 by Murat Genç, 3 years ago


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


Authors: Murat Genç [aut, cre] , Ömer Özbilen [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports graphics, Rcpp, stats

Linking to Rcpp, RcppArmadillo


See at CRAN