Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design
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- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers 27/13, Institute for Fiscal Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design," GRIPS Discussion Papers 13-09, National Graduate Institute for Policy Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design," CIRJE F-Series CIRJE-F-889, CIRJE, Faculty of Economics, University of Tokyo.
References listed on IDEAS
- Jens Ludwig & Douglas L. Miller, 2007.
"Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
- Jens Ludwig & Douglas L. Miller, 2005. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," NBER Working Papers 11702, National Bureau of Economic Research, Inc.
- Ludwig, Jens & Miller, Douglas L., 2006. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," IZA Discussion Papers 2111, Institute of Labor Economics (IZA).
- Yoichi Arai & Hidehiko Ichimura, 2013.
"Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design,"
CIRJE F-Series
CIRJE-F-889, CIRJE, Faculty of Economics, University of Tokyo.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design," GRIPS Discussion Papers 13-09, National Graduate Institute for Policy Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers 27/13, Institute for Fiscal Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers CWP27/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Doug Miller & Jens Ludwig, 2005. "Does Head Start Improve Children?s Life Chances? Evidence from a Regression Discontinuity Design," Working Papers 54, University of California, Davis, Department of Economics.
- Guido Imbens & Karthik Kalyanaraman, 2012.
"Optimal Bandwidth Choice for the Regression Discontinuity Estimator,"
The Review of Economic Studies, Review of Economic Studies Ltd, 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.
- Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
- White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
- Doug Miller & Jens Ludwig, 2005. "Does Head Start Improve Children?s Life Chances? Evidence from a Regression Discontinuity Design," Working Papers 534, University of California, Davis, Department of Economics.
- 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 & Hidehiko Ichimura, 2013.
"Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design,"
CIRJE F-Series
CIRJE-F-889, CIRJE, Faculty of Economics, University of Tokyo.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal Bandwidth Selection for Differences of Nonparametric Estimators with an Application to the Sharp Regression Discontinuity Design," GRIPS Discussion Papers 13-09, National Graduate Institute for Policy Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers 27/13, Institute for Fiscal Studies.
- Yoichi Arai & Hidehiko Ichimura, 2013. "Optimal bandwidth selection for differences of nonparametric estimators with an application to the sharp regression discontinuity design," CeMMAP working papers CWP27/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- 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, 2015. "Simultaneous selection of optimal bandwidths for the sharp regression discontinuity estimator," CeMMAP working papers 42/15, 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.
- 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.
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