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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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Detalhes bibliográficos
Main Authors: Yi, Nengjun, Ma, Shuangge
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha: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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