Replication data for: Core Determining Class and Inequality Selection
Principal Investigator(s): View help for Principal Investigator(s) Ye Luo; Hai Wang
Version: View help for Version V1
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Project Citation:
Luo, Ye, and Wang, Hai. Replication data for: Core Determining Class and Inequality Selection. Nashville, TN: American Economic Association [publisher], 2017. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-10-12. https://doi.org/10.3886/E113508V1
Project Description
Summary:
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The relations between unobserved events and observed outcomes can be characterized by a bipartite graph. We propose an algorithm that explores the structure of the graph to construct the "exact Core Determining Class," i.e., the set of irredudant inequalities. We prove that in general the exact Core Determining Class does not depend on the probability measure of the outcomes but only on the structure of the graph. For more general linear inequalities selection problems, we propose a statistical procedure similar to the Dantzig Selector to select the truly informative constraints. We demonstrate performances of our procedures in Monte-Carlo experiments.
Scope of Project
JEL Classification:
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C70 Game Theory and Bargaining Theory: General
C70 Game Theory and Bargaining Theory: General
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