least angle regression, lasso, positive lasso and forward stagewise
DescriptionThis GNU R package provides efficient procedures for fitting an entire lasso sequence with the cost of a single least squares fit. Least angle regression and infinitessimal forward stagewise regression are related to the lasso described in http://www-stat.stanford.edu/~hastie/Papers/#LARS. This is a modified version of the original lars package by Hastie and Efron, providing a LARS modification for non-negative lasso.
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