Bayesian inference for partially identified smooth convex models

This paper proposes novel Bayesian procedures for partially identified models when the identified set is convex with a smooth boundary, whose support function is locally smooth with respect to the data distribution. Using the posterior of the identified set, we construct Bayesian credible sets for t...

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Bibliographic Details
Main Authors: Liao, Y. (Author), Simoni, A. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2019
Subjects:
Online Access:View Fulltext in Publisher