Bayesian Variable Selection for Multiclass Classification using Bootstrap Prior Technique

In this paper, the one-way ANOVA model and its application in Bayesian multi-class variable selection is considered. A full Bayesian bootstrap prior ANOVA test function is developed within the framework of parametric empirical Bayes. The test function developed was later used for variable screening...

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Bibliographic Details
Main Authors: Oyebayo Ridwan Olaniran, Mohd Asrul Affendi Abdullah
Format: Article
Language:English
Published: Austrian Statistical Society 2019-01-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/806