Regression Discontinuity Designs Using Covariates
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- Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
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- 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," CIRJE F-Series CIRJE-F-927, CIRJE, Faculty of Economics, University of Tokyo.
- 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," CIRJE F-Series CIRJE-F-984, CIRJE, Faculty of Economics, University of Tokyo.
- David S. Lee & Thomas Lemieux, 2010.
"Regression Discontinuity Designs in Economics,"
Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
- David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs in Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..
- David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs in Economics," NBER Working Papers 14723, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Lemieux, Thomas, 2008.
"Regression discontinuity designs: A guide to practice,"
Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
- Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Working Papers 13039, National Bureau of Economic Research, Inc.
- Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
- 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, Oxford University Press, 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).
- 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.
- 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, 2009. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," NBER Working Papers 14726, National Bureau of Economic Research, Inc.
- 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.
- 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.
- Otávio Bartalotti & Quentin Brummet, 2017.
"Regression Discontinuity Designs with Clustered Data,"
Advances in Econometrics, in: Matias D. Cattaneo & Juan Carlos Escanciano (ed.), Regression Discontinuity Designs, volume 38, pages 383-420,
Emerald Publishing Ltd.
- Bartalotti, Otávio & Brummet, Quentin, 2017. "Regression Discontinuity Designs with Clustered Data," ISU General Staff Papers 201701010800001669, Iowa State University, Department of Economics.
- A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
- Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, December.
- Matias D. Cattaneo & Juan Carlos Escanciano (ed.), 2017. "Regression Discontinuity Designs," Advances in Econometrics, Emerald Publishing Ltd, volume 38, number aeco.2017.38.
- Jasjeet S. Sekhon & Rocío Titiunik, 2017. "On Interpreting the Regression Discontinuity Design as a Local Experiment," Advances in Econometrics, in: Matias D. Cattaneo & Juan Carlos Escanciano (ed.), Regression Discontinuity Designs, volume 38, pages 1-28, Emerald Publishing Ltd.
- 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.
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