Posterior inference in curved exponential families under increasing dimensions

In this paper, we study the large-sample properties of the posterior-based inference in the curved exponential family under increasing dimensions. The curved structure arises from the imposition of various restrictions on the model, such as moment restrictions, and plays a fundamental role in econom...

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Bibliographic Details
Main Authors: Belloni, Alexandre, Chernozhukov, Victor V
Other Authors: Massachusetts Institute of Technology. Department of Economics
Format: Article
Published: Wiley-Blackwell 2018
Online Access:http://hdl.handle.net/1721.1/114403
https://orcid.org/0000-0002-3250-6714