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Moment inequalities and their application

Kate Ho, Joy Ishii, Ariel Pakes and Jack Porter ()
Additional contact information
Joy Ishii: Institute for Fiscal Studies
Jack Porter: Institute for Fiscal Studies and University of Wisconsin

No CWP16/07, CeMMAP working papers from Centre for Microdata Methods and Practice, Institute for Fiscal Studies

Abstract: This paper provides conditions under which the inequality constraints generated by either single agent optimizing behavior, or by the Nash equilibria of multiple agent problems, can be used as a basis for estimation and inference. We also add to the econometric literature on inference in models defined by inequality constraints by providing a new specification test and methods of inference for the boundaries of the model's identified set. Two applications illustrate how the use of inequality constraints can simplify the problem of obtaining estimators from complex behavioral models of substantial applied interest.

Date: 2007-07-31
New Economics Papers: this item is included in nep-ecm
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Citations: View citations in EconPapers (27)

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http://cemmap.ifs.org.uk/wps/cwp1607.pdf (application/pdf)

Related works:
Journal Article: Moment Inequalities and Their Application (2015) Downloads
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Persistent link: https://EconPapers.repec.org/RePEc:ifs:cemmap:16/07

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