A Martingale Representation for Matching Estimators

DOI10.1080/01621459.2012.682537zbMath1261.62008OpenAlexW3124158040WikidataQ108880085 ScholiaQ108880085MaRDI QIDQ4916517

Alberto Abadie, Guido W. Imbens

Publication date: 22 April 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10419/35468

zbMATH Keywords

treatment effectshot-deck imputationovert bias

Mathematics Subject Classification ID

Martingales with discrete parameter (60G42) Applications of statistics to social sciences (62P25) Sampling theory, sample surveys (62D05) Monte Carlo methods (65C05)

Related Items (8)

Robust Post-Matching Inference ⋮ Large Sample Properties of Matching for Balance ⋮ What's trending in difference-in-differences? A synthesis of the recent econometrics literature ⋮ Inference in Experiments With Matched Pairs ⋮ Unnamed Item ⋮ Consistent estimation of linear regression models using matched~data ⋮ Matching estimators with few treated and many control observations ⋮ Propensity score weighting for causal inference with multiple treatments

Cites Work

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• Does matching overcome LaLonde's critique of nonexperimental estimators?
• Practical propensity score matching: a reply to Smith and Todd
• Negative association of random variables, with applications
• Matched Sampling for Causal Effects
• On the Failure of the Bootstrap for Matching Estimators
• The central role of the propensity score in observational studies for causal effects
• Matching As An Econometric Evaluation Estimator
• Probability for Statisticians
• Nonparametric Analysis of Covariance by Matching
• Bias-Corrected Matching Estimators for Average Treatment Effects
• Large Sample Properties of Matching Estimators for Average Treatment Effects
• Full Matching in an Observational Study of Coaching for the SAT

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