Bayesian group bridge for bi-level variable selection

Himel Mallick; Nengjun Yi

doi:10.1016/j.csda.2017.01.002

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Bayesian group bridge for bi-level variable selection

Himel Mallick Nengjun Yi

Year: 2017 Journal: Computational Statistics & Data Analysis Vol: 110 Pages: 115-133 Publisher: Elsevier BV

DOI: 10.1016/j.csda.2017.01.002

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Keywords:

Frequentist inference Feature selection Bayesian probability Markov chain Monte Carlo Computer science Bayesian hierarchical modeling Variable elimination Group selection Bayesian inference Mathematics Artificial intelligence Machine learning Selection (genetic algorithm) Inference

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Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Bayesian Inference

Physical Sciences → Mathematics → Statistics and Probability

Bayesian group bridge for bi-level variable selection

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