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On comparisons of information structures with infinite states

M. Khan, Haomiao Yu and Zhixiang Zhang

Journal of Economic Theory, 2024, vol. 218, issue C

Abstract: Blackwell's theorem on the comparison of information structures is by now sufficiently well-understood for a finite state space, but important gaps remain in the infinite case. While the equivalence of (i) sufficiency and (ii) more-informativeness is known, we present a comprehensive theory that establishes equivalences between these two orders (in both their original and almost all versions) and three additional prior-dependent criteria on general (Polish) state spaces. We consider (iii) Bayesian preference, (iv) convex dominance, and (v) mean-preserving-spread (dilation) for all priors as well as for a given full-support prior. We provide counterexamples to underscore the necessity of the assumptions underlying some of our findings, and offer a generalization of the Hirschleifer-Schlee theorem as an application.

Keywords: Information structure; Sufficiency; Informativeness; Bayesian-better-than; Convex domination; Mean-preserving spread/dilation (search for similar items in EconPapers)
JEL-codes: C6 D5 D8 (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:eee:jetheo:v:218:y:2024:i:c:s0022053124000474

DOI: 10.1016/j.jet.2024.105841

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