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Concentration and Calibration in Predictive Bayesian Inference

stat.ME · 2026-05-01 · unverdicted · novelty 6.0

Predictive Bayesian inference posteriors concentrate onto a forward-model-dependent quantity and produce miscalibrated credible sets unless the predictive model contains the true data-generating process.

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  • Concentration and Calibration in Predictive Bayesian Inference stat.ME · 2026-05-01 · unverdicted · none · ref 22

    Predictive Bayesian inference posteriors concentrate onto a forward-model-dependent quantity and produce miscalibrated credible sets unless the predictive model contains the true data-generating process.