The Augmented Synthetic Control Method
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Publication:5881963
DOI10.1080/01621459.2021.1929245zbMath1506.62484arXiv1811.04170OpenAlexW4213165416MaRDI QIDQ5881963
Eli Ben-Michael, Avi Feller, Jesse M. Rothstein
Publication date: 14 March 2023
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1811.04170
Applications of statistics to economics (62P20) Estimation in multivariate analysis (62H12) Causal inference from observational studies (62D20)
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- 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
- Assessing the causal effect of binary interventions from observational panel data with few treated units
- Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
- Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
- Statistical Inference for Average Treatment Effects Estimated by Synthetic Control Methods
- Bias-Corrected Matching Estimators for Average Treatment Effects
- An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls