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Bayesian approaches to variable selection: a comparative study from practical perspectives

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Bayesian Variable Selection in Generalized Linear Models

stat.ME · 2026-06-23 · unverdicted · novelty 6.0

A new fully conjugate Bayesian variable selection method for GLMs with posterior consistency guarantees for inclusion indicators and coefficients, implemented via Gibbs sampling.

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  • Bayesian Variable Selection in Generalized Linear Models stat.ME · 2026-06-23 · unverdicted · none · ref 30

    A new fully conjugate Bayesian variable selection method for GLMs with posterior consistency guarantees for inclusion indicators and coefficients, implemented via Gibbs sampling.