Testing for covariate balance using quantile regression and resampling methods

DOI10.1080/02664763.2011.570323OpenAlexW2045374096MaRDI QIDQ5124967

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Publication date: 30 September 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: http://doc.rero.ch/record/324493/files/testingforcovariatebalanceusingquantileregressionandresamplingmethods.pdf

zbMATH Keywords

propensity score matchingbalancing propertybalance test

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

The performance of estimators based on the propensity score

Uses Software

• Matching
• pscore

Cites Work

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• Rejoinder: ``Does matching overcome LaLonde's critique of nonexperimental estimators?
• A nonparametric test for equality of distributions with mixed categorical and continuous data
• A specification test for the propensity score using its distribution conditional on participation
• Tests for Parameter Instability and Structural Change With Unknown Change Point
• The central role of the propensity score in observational studies for causal effects
• Matching As An Econometric Evaluation Estimator
• Regression Quantiles
• Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme
• Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models
• The role of the propensity score in estimating dose-response functions
• Goodness of Fit and Related Inference Processes for Quantile Regression
• On an Analog of Regression Analysis
• Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
• Quantiles for Counts
• A Generalization of Sampling Without Replacement From a Finite Universe

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