articleTop 1% cited
What’s trending in difference-in-differences? A synthesis of the recent econometrics literature
Journal of Econometrics · 2023 · Vol. 235(2) · pp. 2218–2244
Jonathan Roth✉(John Brown University)Pedro H. C. Sant’Anna(Emory University)Alyssa Bilinski(John Brown University)John Poe(University of Michigan)
Advanced Causal Inference TechniquesSchool Choice and PerformanceSpatial and Panel Data AnalysisEconometricsInferenceSet (abstract data type)Simple (philosophy)Focus (optics)Computer scienceVariation (astronomy)EconomicsEpistemologyArtificial intelligence
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References
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Semiparametric Difference-in-Differences Estimators
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Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme
The Review of Economic Studies · 1997 · 5,451 citations
How Much Should We Trust Differences-In-Differences Estimates?
The Quarterly Journal of Economics · 2004 · 10,364 citations
Estimating causal effects of treatments in randomized and nonrandomized studies.
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Longitudinal data analysis using generalized linear models
Biometrika · 1986 · 17,961 citations
Inference with Difference-in-Differences and Other Panel Data
The Review of Economics and Statistics · 2007 · 1,325 citations
Large Sample Properties of Matching Estimators for Average Treatment Effects
Econometrica · 2005 · 2,886 citations
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