Optimal Bandwidth Selection for the Fuzzy Regression Discontinuity Estimator
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- Arai, Yoichi & Ichimura, Hidehiko, 2016. "Optimal bandwidth selection for the fuzzy regression discontinuity estimator," Economics Letters, Elsevier, vol. 141(C), pages 103-106.
- Yoichi Arai & Hidehiko Ichimura, 2015. "Optimal bandwidth selection for the fuzzy regression discontinuity estimator," CeMMAP working papers CWP49/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Hidehiko Ichimura, 2015. "Optimal Bandwidth Selection for the Fuzzy Regression Discontinuity Estimator," GRIPS Discussion Papers 15-13, National Graduate Institute for Policy Studies.
References listed on IDEAS
- Yoichi Arai & Hidehiko Ichimura, 2018.
"Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator,"
Quantitative Economics, Econometric Society, vol. 9(1), pages 441-482, March.
- Yoichi Arai & Hidehiko Ichimura, 2014. "Simultaneous Selection of Optimal Bandwidths for the Sharp Regression Discontinuity Estimator," GRIPS Discussion Papers 14-03, National Graduate Institute for Policy Studies.
- Yoichi Arai & Hidehiko Ichimura, 2015. "Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator," CeMMAP working papers CWP42/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Hidehiko Ichimura, 2014. "Simultaneous Selection of Optimal Bandwidths for the Sharp Regression Discontinuity Estimator," CIRJE F-Series CIRJE-F-927, CIRJE, Faculty of Economics, University of Tokyo.
- Yoichi Arai & Hidehiko Ichimura, 2015. "Simultaneous Selection of Optimal Bandwidths for the Sharp Regression Discontinuity Estimator," CIRJE F-Series CIRJE-F-984, CIRJE, Faculty of Economics, University of Tokyo.
- Guido Imbens & Karthik Kalyanaraman, 2012.
"Optimal Bandwidth Choice for the Regression Discontinuity Estimator,"
Review of Economic Studies, Oxford University Press, vol. 79(3), pages 933-959.
- Guido Imbens & Karthik Kalyanaraman, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Kalyanaraman, Karthik, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," IZA Discussion Papers 3995, Institute of Labor Economics (IZA).
- Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
- Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
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Cited by:
- Yoichi Arai & Yu‐Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2022.
"Testing identifying assumptions in fuzzy regression discontinuity designs,"
Quantitative Economics, Econometric Society, vol. 13(1), pages 1-28, January.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2018. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP50/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2019. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP10/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifie & Yuanyuan Wan, 2018. "Testing Identifying Assumptions In Fuzzy Regression Discontinuity Designs," Working Papers tecipa-623, University of Toronto, Department of Economics.
- YANAGI, Takahide, 2015. "Regression Discontinuity Designs with Nonclassical Measurement Error," Discussion Papers 2015-09, Graduate School of Economics, Hitotsubashi University.
- Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020.
"Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs [Econometric methods for program evaluation],"
The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
- Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell, 2018. "Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs," Papers 1809.00236, arXiv.org, revised Jan 2020.
- Jales, Hugo & Ma, Jun & Yu, Zhengfei, 2017. "Optimal bandwidth selection for local linear estimation of discontinuity in density," Economics Letters, Elsevier, vol. 153(C), pages 23-27.
- Matias D. Cattaneo & Rocio Titiunik & Gonzalo Vazquez-Bare, 2019.
"The Regression Discontinuity Design,"
Papers
1906.04242, arXiv.org, revised Jun 2020.
- Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
- Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
- Ximing Wu, 2021. "Hierarchical Gaussian Process Models for Regression Discontinuity/Kink under Sharp and Fuzzy Designs," Papers 2110.00921, arXiv.org, revised Feb 2022.
- Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2022.
- Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
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JEL classification:
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
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This paper has been announced in the following NEP Reports:- NEP-ECM-2015-09-26 (Econometrics)
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