A note on adapting propensity score matching and selection models to choice based samples

DOI10.1111/J.1368-423X.2008.00269.XzbMath1182.62039WikidataQ34048417 ScholiaQ34048417MaRDI QIDQ3406060

Petra E. Todd, James J. Heckman

Publication date: 12 February 2010

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

zbMATH Keywords

matching modelsselection modelspropensity scoreschoice-based sampling

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Statistical ranking and selection procedures (62F07)

Related Items (1)

Measuring model misspecification: application to propensity score methods with complex survey data

Cites Work

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• Rejoinder: ``Does matching overcome LaLonde's critique of nonexperimental estimators?
• Alternative methods for evaluating the impact of interventions. An overview
• Semiparametric estimation of censored selection models with a nonparametric selection mechanism
• Semiparametric analysis of binary response from response-based samples
• The central role of the propensity score in observational studies for causal effects
• Matching As An Econometric Evaluation Estimator
• The Estimation of Choice Probabilities from Choice Based Samples
• On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
• Characterizing Selection Bias Using Experimental Data
• Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

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