Generalized instrumental inequalities: testing the instrumental variable independence assumption

DOI10.1093/biomet/asaa003zbMath1451.62046OpenAlexW3007145966WikidataQ114633432 ScholiaQ114633432MaRDI QIDQ5127212

Désiré Kédagni, Ismael Mourifié

Publication date: 21 October 2020

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://lib.dr.iastate.edu/econ_las_pubs/685

zbMATH Keywords

instrumental variablesharp inequalityindependence assumptionintersection bound

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Inequalities; stochastic orderings (60E15) Order statistics; empirical distribution functions (62G30)

Related Items (7)

Nested Markov properties for acyclic directed mixed graphs ⋮ Treatment effect models with strategic interaction in treatment decisions ⋮ Instrument validity for heterogeneous causal effects ⋮ Identifying treatment effects in the presence of confounded types ⋮ The identification region of the potential outcome distributions under instrument independence ⋮ Local average and quantile treatment effects under endogeneity: a review ⋮ Conditional independence test of failure and truncation times: essential tool for method selection

Uses Software

• Stata

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