General frequentist properties of the posterior profile distribution
Guang Cheng, Michael R. Kosorok · Carolina Digital Repository (University of North Carolina at Chapel Hill) · 2021
In this paper, inference for the parametric component of a semiparametric model based on sampling from the posterior profile distribution is thoroughly investigated from the frequentist viewpoint. The higher-order validity of the profile sampler obtained in Cheng and Kosorok [