Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors

We investigate the frequentist coverage properties of (certain) Bayesian credible sets in a general, adaptive, nonparametric framework. It is well known that the construction of adaptive and honest confidence sets is not possible in general. To overcome this problem (in context of sieve type of prio...

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Bibliographic Details
Main Authors: Rousseau, J, Szabo, B
Format: Journal article
Language:English
Published: Institute of Mathematical Statistics 2020