Benefits and costs of matching prior to a difference in differences analysis when parallel trends does not hold
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Publication:6616345
DOI10.1214/24-AOAS1872MaRDI QIDQ6616345
Luke W. Miratrix, Dae Woong Ham
Publication date: 9 October 2024
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
reliabilitylinear structural equation modellatent confounderbias-bias tradeoffcomparative interrupted time series
Cites Work
- Does matching overcome LaLonde's critique of nonexperimental estimators?
- Matching methods for causal inference: a review and a look forward
- Bootstrap methods: another look at the jackknife
- On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed
- Covariance adjustment in radomized experiments and observational studies
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- Analysis of the bias of matching and difference-in-difference under alternative earnings and selection processes
- Overlap in observational studies with high-dimensional covariates
- Semiparametric Difference-in-Differences Estimators
- Matched Sampling for Causal Effects
- The central role of the propensity score in observational studies for causal effects
- Estimating the Labor Market Signaling Value of the GED
- Characterizing Selection Bias Using Experimental Data
- Large Sample Properties of Matching Estimators for Average Treatment Effects
- The Augmented Synthetic Control Method
- Design of observational studies
- Causal graphical views of fixed effects and random effects models
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