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Fast Methods for Posterior Inference of Two-Group Normal-Normal Models

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We describe a class of algorithms for evaluating posterior moments of certain Bayesian linear regression models with a normal likelihood and a normal prior on the regression coefficients. The proposed methods can be used for hierarchical mixed effects models w... ...