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Statistical Inference for Average Treatment Effects Estimated by Synthetic Control Methods

Citations

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Cited by:

  1. Masahiro Kato & Akari Ohda, 2023. "Asymptotically Unbiased Synthetic Control Methods by Density Matching," Papers 2307.11127, arXiv.org, revised Feb 2025.
  2. Ignacio Martinez & Jaume Vives-i-Bastida, 2022. "Bayesian and Frequentist Inference for Synthetic Controls," Papers 2206.01779, arXiv.org, revised Jul 2024.
  3. Daouda Bamba, 2023. "Assessing the impact of used vehicle imports ban policy: Evidence from Côte d’Ivoire," CERDI Working papers hal-04391362, HAL.
  4. Joseph Fry, 2023. "A Method of Moments Approach to Asymptotically Unbiased Synthetic Controls," Papers 2312.01209, arXiv.org, revised Mar 2024.
  5. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp, 2023. "De-Fueling Externalities: How Tax Salience and Fuel Substitution Mediate Climate and Health Benefits," Discussion Papers of DIW Berlin 2041, DIW Berlin, German Institute for Economic Research.
  6. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
  7. Yiping Lu & Jiajin Li & Lexing Ying & Jose Blanchet, 2022. "Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls," Papers 2211.15241, arXiv.org.
  8. Achille Nazaret & Claudia Shi & David M. Blei, 2023. "On the Misspecification of Linear Assumptions in Synthetic Control," Papers 2302.12777, arXiv.org.
  9. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp & Piero Basaglia, 2023. "De-Fueling Externalities: Causal Effects of Fuel Taxation and Mediating Mechanisms for Reducing Climate and Pollution Costs," CESifo Working Paper Series 10508, CESifo.
  10. Matias D. Cattaneo & Yingjie Feng & Rocio Titiunik, 2021. "Prediction Intervals for Synthetic Control Methods," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1865-1880, October.
  11. repec:ags:aaea22:335710 is not listed on IDEAS
  12. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
  13. Scott K. Shriver & Bryan Bollinger, 2022. "Demand Expansion and Cannibalization Effects from Retail Store Entry: A Structural Analysis of Multichannel Demand," Management Science, INFORMS, vol. 68(12), pages 8829-8856, December.
  14. Andrii Melnychuk, 2024. "Synthetic Controls with spillover effects: A comparative study," Papers 2405.01645, arXiv.org.
  15. Kathleen T. Li, 2024. "Frontiers: A Simple Forward Difference-in-Differences Method," Marketing Science, INFORMS, vol. 43(2), pages 267-279, March.
  16. Claudia Shi & Dhanya Sridhar & Vishal Misra & David M. Blei, 2021. "On the Assumptions of Synthetic Control Methods," Papers 2112.05671, arXiv.org, revised Dec 2021.
  17. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.
  18. Li, Xingyu & Shen, Yan & Zhou, Qiankun, 2024. "Confidence intervals of treatment effects in panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 240(1).
  19. Lea Bottmer & Guido Imbens & Jann Spiess & Merrill Warnick, 2021. "A Design-Based Perspective on Synthetic Control Methods," Papers 2101.09398, arXiv.org, revised Jul 2023.
  20. Sai Chand Chintala & Jūra Liaukonytė & Nathan Yang, 2024. "Browsing the Aisles or Browsing the App? How Online Grocery Shopping is Changing What We Buy," Marketing Science, INFORMS, vol. 43(3), pages 506-522, May.
  21. Viviano, Davide & Bradic, Jelena, 2023. "Synthetic Learner: Model-free inference on treatments over time," Journal of Econometrics, Elsevier, vol. 234(2), pages 691-713.
  22. Fry, Joseph, 2024. "A method of moments approach to asymptotically unbiased Synthetic Controls," Journal of Econometrics, Elsevier, vol. 244(1).
  23. Matias D. Cattaneo & Yingjie Feng & Filippo Palomba & Rocio Titiunik, 2022. "scpi: Uncertainty Quantification for Synthetic Control Methods," Papers 2202.05984, arXiv.org, revised Oct 2022.
  24. Sílvia Gonçalves & Serena Ng, 2024. "Imputation of Counterfactual Outcomes when the Errors are Predictable," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(4), pages 1107-1122, October.
  25. Gokhan Aykac, 2021. "The value of an overseas research trip," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(8), pages 7097-7122, August.
  26. Aleksandar Keseljevic & Stefan Nikolic & Rok Spruk, 2025. "Ethnic Conflicts, Civil War and Economic Growth: Region-Level Evidence from former Yugoslavia," Papers 2505.02431, arXiv.org.
  27. Vivek F. Farias & Andrew A. Li & Tianyi Peng, 2021. "Learning Treatment Effects in Panels with General Intervention Patterns," Papers 2106.02780, arXiv.org, revised Mar 2023.
  28. Luis Costa & Vivek F. Farias & Patricio Foncea & Jingyuan (Donna) Gan & Ayush Garg & Ivo Rosa Montenegro & Kumarjit Pathak & Tianyi Peng & Dusan Popovic, 2023. "Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure," Interfaces, INFORMS, vol. 53(5), pages 336-349, September.
  29. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2023. "Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data," Econometrica, Econometric Society, vol. 91(6), pages 2125-2154, November.
  30. Zongwu Cai & Jinyan Li, 2024. "Econometric Evaluation of the China-US Trade War Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202419, University of Kansas, Department of Economics, revised Apr 2025.
  31. Sayoni Roychowdhury & Indrila Ganguly & Abhik Ghosh, 2024. "Robust estimation of average treatment effects from panel data," Statistical Papers, Springer, vol. 65(1), pages 139-179, February.
  32. Kathleen T. Li & Christophe Van den Bulte, 2023. "Augmented Difference-in-Differences," Marketing Science, INFORMS, vol. 42(4), pages 746-767, July.
  33. Yufeng Huang & Bart J. Bronnenberg, 2023. "Consumer Transportation Costs and the Value of E-Commerce: Evidence from the Dutch Apparel Industry," Marketing Science, INFORMS, vol. 42(5), pages 984-1003, September.
  34. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
  35. Luya Wang & Jeffrey S. Racine & Qiaoyu Wang, 2025. "Bootstrap inference on a factor model based average treatment effects estimator," Econometric Reviews, Taylor & Francis Journals, vol. 44(1), pages 80-89, January.
  36. Niklas Potrafke & Luisa Dörr & Klaus Gründler & Tuuli Tähtinen & Luisa Dörr, 2025. "Female Leaders and the Representation of Women in Government," CESifo Working Paper Series 11851, CESifo.
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