Article ID Journal Published Year Pages File Type
7548405 Statistics & Probability Letters 2018 6 Pages PDF
Abstract
In this article, we construct a two-block Gibbs sampler using Polson et al.'s (2013) data augmentation technique for Bayesian logistic linear mixed models under proper priors. Furthermore, we prove the uniform ergodicity of this Gibbs sampler.
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Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
Preview
Analysis of the Pólya-Gamma block Gibbs sampler for Bayesian logistic linear mixed models
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