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...

Полное описание

Библиографические подробности
Главные авторы: Rousseau, J, Szabo, B
Формат: Journal article
Язык:English
Опубликовано: Institute of Mathematical Statistics 2020