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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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Xehetasun bibliografikoak
Argitaratua izan da:J Am Stat Assoc
Egile Nagusiak: Jiang, Yuan, He, Yunxiao, Zhang, Heping
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2016
Gaiak:
Sarrera elektronikoa: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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