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Using the EM algorithm for Bayesian variable selection in logistic regression models with related covariates

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We develop a Bayesian variable selection method for logistic regression models that can simultaneously accommodate qualitative covariates and interaction terms under various heredity constraints. We use expectation-maximization variable selection (EMVS) with a... ...