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Variable Selection with Prior Information for Generalized Linear Models via the Prior LASSO Method

LASSO is a popular statistical tool often used in conjunction with generalized linear models that can simultaneously select variables and estimate parameters. When there are many variables of interest, as in current biological and biomedical studies, the power of LASSO can be limited. Fortunately, s...

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Dades bibliogràfiques
Publicat a:J Am Stat Assoc
Autors principals: Jiang, Yuan, He, Yunxiao, Zhang, Heping
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4874534/
https://ncbi.nlm.nih.gov/pubmed/27217599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1008363
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