Partial identification using random set theory

DOI10.1016/j.jeconom.2011.06.003zbMath1441.62607OpenAlexW2171427066MaRDI QIDQ738092

Ilya S. Molchanov, Arie Beresteanu, Francesca Molinari

Publication date: 15 August 2016

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10419/64747

Mathematics Subject Classification ID

Applications of statistics to economics (62P20)

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Cites Work

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• Limit theorems and applications of set-valued and fuzzy set-valued random variables
• EL inference for partially identified models: large deviations optimality and bootstrap validity
• Distributions of random sets and random selections
• Bounds on generalized linear predictors with incomplete outcome data
• Stochastic inequalities on partially ordered spaces
• On the existence of ordered couplings of random sets -- with applications
• Partial identification of probability distributions.
• Integrals of set-valued functions
• A test of non-identifying restrictions and confidence regions for partially identified parameters
• Theory of capacities
• Intersection Bounds: Estimation and Inference
• Sharp Identification Regions in Models With Convex Moment Predictions
• Misspecification in moment inequality models: back to moment equalities?
• Rounding Probabilistic Expectations in Surveys
• Asymptotic Properties for a Class of Partially Identified Models
• Bootstrap Inference in Partially Identified Models Defined by Moment Inequalities: Coverage of the Identified Set
• Regular Conditional Expectations of Correspondences
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Monotone Treatment Response
• Inference for Parameters Defined by Moment Inequalities Using Generalized Moment Selection
• Limit theorems for convex hulls of random sets
• More on Confidence Intervals for Partially Identified Parameters
• Estimation and Confidence Regions for Parameter Sets in Econometric Models
• Theory of Random Sets
• Confidence Intervals for Partially Identified Parameters
• Convex Analysis