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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Rousseau, J, Szabo, B
Format: Journal article
Język:English
Wydane: Institute of Mathematical Statistics 2020