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penalized: A MATLAB toolbox for fitting generalized linear models with penalties

Yes / penalized is a
exible, extensible, and e cient MATLAB toolbox for penalized maximum
likelihood. penalized allows you to t a generalized linear model (gaussian, logistic,
poisson, or multinomial) using any of ten provided penalties, or none. The toolbox can
be extended by creating new maximum likelihood models or new penalties. The toolbox
also includes routines for cross-validation and plotting.

Identiferoai:union.ndltd.org:BRADFORD/oai:bradscholars.brad.ac.uk:10454/10882
Date07 August 2015
CreatorsMcIlhagga, William H.
Source SetsBradford Scholars
LanguageEnglish
Detected LanguageEnglish
TypeArticle, Accepted manuscript
Rights© 2016 McIlhagga WH. This work is licensed under a Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/3.0/), CC-BY

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