We consider frequentist confidence intervals based on the inversion of likelihood ratio statistics that arise from a very general class of empirical-type likelihoods. Higher order asymptotics for the posterior coverage of such confidence intervals are derived for the purpose of characterizing the members of the class that allow the existence of a probability matching prior. The connection with frequentist Bartlett adjustability is also investigated.
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