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Hierarchical Shrinkage Priors and Model Fitting for High-dimensional Generalized Linear Models

Genetic and other scientific studies routinely generate very many predictor variables, which can be naturally grouped, with predictors in the same groups being highly correlated. It is desirable to incorporate the hierarchical structure of the predictor variables into generalized linear models for s...

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Detaylı Bibliyografya
Asıl Yazarlar: Yi, Nengjun, Ma, Shuangge
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2012
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3658361/
https://ncbi.nlm.nih.gov/pubmed/23192052
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/1544-6115.1803
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