International Journal Open Access

Regularization Paths for Generalized Linear Models via Coordinate Descent

Authors

Jerome H. Friedman, Trevor J. Hastie, Robert John Tibshirani

Journal

Journal of Statistical Software

Year Published

2010

Publisher

Foundation for Open Access Statistics

Citations

19900 citations

Type

Article

Language

EN

Topics & Concepts

Coordinate descent (0.89) Elastic net regularization (0.89) Lasso (programming language) (0.80) Regularization (linguistics) (0.76) Linear regression (0.58)

Abstract

Regularization Paths for Generalized Linear Models via Coordinate Descent - Full text available via OpenAlex

Author Details

Jerome H. Friedman

ORCID

Trevor J. Hastie

ORCID

Robert John Tibshirani

ORCID
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