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Journal of Political Economy Vol. 129 No. 11 2021

Comparison of Decisions under Unknown Experiments

Andrew Caplin1; Daniel Martin2

1 New York University · 2 Northwestern University

Abstract

We take the perspective of an econometrician who wants to determine which of two experiments provides higher expected utility but only knows the decisions under each experiment. To compare these decisions, the econometrician must make inferences about what the experiment might have been for each set of decisions. We provide a necessary and sufficient condition that identifies when every experiment consistent with one set of decisions has a higher value of information than every experiment consistent with the other set of decisions.

DOI
10.1086/716104
Volume
129
Issue
11
Pages
3185-3205
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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