On uniform continuity of posterior distributions

Emanuele Dolera and Edoardo Mainini

Statistics & Probability Letters, 2020, vol. 157, issue C

Abstract: In the setting of dominated statistical models, we provide conditions yielding strong continuity of the posterior distribution with respect to the observed data. We show some applications, with special focus on exponential models.

Keywords: Bayes theorem; Bayesian well-posedness; Bayesian consistency; Continuous dependence on data; Exponential models (search for similar items in EconPapers)
Date: 2020
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Citations: View citations in EconPapers (1)

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DOI: 10.1016/j.spl.2019.108627

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