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Including covariates in the regression discontinuity design
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Cited by:
- Badunenko, Oleg & D’Inverno, Giovanna & De Witte, Kristof, 2023. "On distinguishing the direct causal effect of an intervention from its efficiency-enhancing effects," European Journal of Operational Research, Elsevier, vol. 310(1), pages 432-447.
- Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022.
"Breaking Ties: Regression Discontinuity Design Meets Market Design,"
Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
- Atila Abdulkadiroglu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2019. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Cowles Foundation Discussion Papers 2170R Publication Status:, Cowles Foundation for Research in Economics, Yale University, revised Dec 2020.
- Abdulkadiroglu, Atila & Angrist, Joshua & Narita, Yusuke & Pathak, Parag A., 2019. "Breaking Ties: Regression Discontinuity Design Meets Market Design," IZA Discussion Papers 12205, Institute of Labor Economics (IZA).
- Atila Abdulkadiroglu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2020. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Papers 2101.01093, arXiv.org.
- Atila Abdulkadiroglu & Joshua Angrist & Yusuke Narita & Parag Pathak, 2019. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Working Papers 2019-024, Human Capital and Economic Opportunity Working Group.
- Atila Abdulkadiroglu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2019. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Cowles Foundation Discussion Papers 2170, Cowles Foundation for Research in Economics, Yale University.
- Yusuke Narita & Kohei Yata, 2021.
"Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules,"
Working Papers
2021-022, Human Capital and Economic Opportunity Working Group.
- Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Cowles Foundation Discussion Papers 2283, Cowles Foundation for Research in Economics, Yale University.
- Yusuke Narita & Kohei Yata, 2021. "Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Papers 2104.12909, arXiv.org, revised Dec 2023.
- NARITA Yusuke & YATA Kohei, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion papers 21057, Research Institute of Economy, Trade and Industry (RIETI).
- Mazzocchi, Mario & Capacci, Sara & Biondi, Beatrice, 2022. "Causal inference on the impact of nutrition policies using observational data," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(1), April.
- Yannick Bury & Lars P. Feld & Ekkehard A. Köhler, 2020.
"Do Party Ties Increase Transfer Receipts in Cooperative Federalism? - Evidence from Germany,"
CESifo Working Paper Series
8580, CESifo.
- Bury, Yannick & Feld, Lars P. & Köhler, Ekkehard A., 2022. "Do party ties increase transfer receipts in cooperative federalism? Evidence from Germany," Freiburg Discussion Papers on Constitutional Economics 22/9, Walter Eucken Institut e.V..
- Jonas Jessen & Daniel Kuehnle & Markus Wagner, 2021. "Is Voting Really Habit-Forming and Transformative? Long-Run Effects of Earlier Eligibility on Turnout and Political Involvement from the UK," Discussion Papers of DIW Berlin 1973, DIW Berlin, German Institute for Economic Research.
- Bertocchi, Graziella & Dimico, Arcangelo, 2020.
"Bitter Sugar: Slavery and the Black Family,"
GLO Discussion Paper Series
564, Global Labor Organization (GLO).
- Graziella Bertocchi & Arcangelo Dimico, 2020. "Bitter Sugar: Slavery and the Black Family," Center for Economic Research (RECent) 144, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
- Bertocchi, Graziella & Dimico, Arcangelo, 2020. "Bitter Sugar: Slavery and the Black Family," CEPR Discussion Papers 14837, C.E.P.R. Discussion Papers.
- Bertocchi, Graziella & Dimico, Arcangelo, 2020. "Bitter Sugar: Slavery and the Black Family," QUCEH Working Paper Series 2020-05, Queen's University Belfast, Queen's University Centre for Economic History.
- Bertocchi, Graziella & Dimico, Arcangelo, 2020. "Bitter Sugar: Slavery and the Black Family," IZA Discussion Papers 13312, Institute of Labor Economics (IZA).
- Graziella Bertocchi & Arcangelo Dimico, 2020. "Bitter Sugar: Slavery and the Black Family," EIEF Working Papers Series 2015, Einaudi Institute for Economics and Finance (EIEF), revised May 2020.
- Graziella Bertocchi & Arcangelo Dimico, 2020. "Bitter Sugar: Slavery and the Black Family," Department of Economics (DEMB) 0172, University of Modena and Reggio Emilia, Department of Economics "Marco Biagi".
- Martin Huber & Yu‐Chin Hsu & Ying‐Ying Lee & Layal Lettry, 2020.
"Direct and indirect effects of continuous treatments based on generalized propensity score weighting,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 814-840, November.
- Hsu, Yu-Chin & Huber, Martin & Lee, Ying-Ying & Pipoz, Layal, 2018. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," FSES Working Papers 495, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Gary Cornwall & Beau Sauley, 2021. "Indirect effects and causal inference: reconsidering regression discontinuity," Journal of Spatial Econometrics, Springer, vol. 2(1), pages 1-28, December.
- Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," CEI Working Paper Series 2021-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
- Augusto Cerqua & Guido Pellegrini & Ornella Tarola, 2022.
"Can regional policies shape migration flows?,"
Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 515-536, June.
- Pellegrini, Guido & Tarola, Ornella & Cerqua, Augusto & Ceccantoni, Giulia, 2018. "Can regional policies shape migration flows?," MPRA Paper 87874, University Library of Munich, Germany.
- Yoichi Arai & Taisuke Otsu & Myung Hwan Seo, 2021.
"Regression Discontinuity Design with Potentially Many Covariates,"
Papers
2109.08351, arXiv.org, revised Feb 2024.
- Myung Hwan Seo & Yoichi Arai & Taisuke Otsu, 2021. "Regression Discontinuity Design with Potentially Many Covariates," Working Paper Series no142, Institute of Economic Research, Seoul National University.
- Arai, Yoichi & Otsu, Taisuke & Seo, Myung Hwan, 2024. "Regression discontinuity design with potentially many covariates," LSE Research Online Documents on Economics 123669, London School of Economics and Political Science, LSE Library.
- Yoici Arai & Taisuke Otsu & Myung Hwan Seo, 2022. "Regression discontinuity design with potentially many covariates," STICERD - Econometrics Paper Series 626, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Matias D. Cattaneo & Rocío Titiunik, 2022.
"Regression Discontinuity Designs,"
Annual Review of Economics, Annual Reviews, vol. 14(1), pages 821-851, August.
- 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.
- Joshua D. Angrist, 2022.
"Empirical Strategies in Economics: Illuminating the Path From Cause to Effect,"
Econometrica, Econometric Society, vol. 90(6), pages 2509-2539, November.
- Angrist, Joshua, 2021. "Empirical strategies in economics: Illuminating the path from cause to effect," Nobel Prize in Economics documents 2021-4, Nobel Prize Committee.
- Joshua Angrist, 2022. "Empirical Strategies in Economics: Illuminating the Path from Cause to Effect," NBER Working Papers 29726, National Bureau of Economic Research, Inc.
- Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
- Bonfim, Diana & Custódio, Cláudia & Raposo, Clara, 2023.
"Supporting small firms through recessions and recoveries,"
Journal of Financial Economics, Elsevier, vol. 147(3), pages 658-688.
- Diana Bonfim & Cláudia Custódio & Clara Raposo, 2022. "Supporting small firms through recessions and recoveries," GEE Papers 0170, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2022.
- Bonfim, Diana & Custodio, Claudia & Raposo, Clara, 2022. "Supporting small firms through recessions and recoveries," CEPR Discussion Papers 17345, C.E.P.R. Discussion Papers.
- Huber, Martin & Imhof, David, 2019.
"Machine learning with screens for detecting bid-rigging cartels,"
International Journal of Industrial Organization, Elsevier, vol. 65(C), pages 277-301.
- Huber, Martin & Imhof, David, 2018. "Machine Learning with Screens for Detecting Bid-Rigging Cartels," FSES Working Papers 494, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion Paper Series 730, Institute of Economic Research, Hitotsubashi University.
- D’Inverno, Giovanna & Smet, Mike & De Witte, Kristof, 2021.
"Impact evaluation in a multi-input multi-output setting: Evidence on the effect of additional resources for schools,"
European Journal of Operational Research, Elsevier, vol. 290(3), pages 1111-1124.
- Giovanna D'Inverno & Mike Smet & Kristof De Witte, 2020. "Impact evaluation in a multi-input multi-output setting: Evidence on the effect of additional resources for schools," Working Papers of LEER - Leuven Economics of Education Research 659615, KU Leuven, Faculty of Economics and Business (FEB), LEER - Leuven Economics of Education Research.
- Diana Bonfim & Cláudia Custódio, 2021. "The sensitivity of SME’s investment and employment to the cost of debt financing," Working Papers w202115, Banco de Portugal, Economics and Research Department.
- Agarwal, Natasha & Chan, Jackie M.L. & Lodefalk, Magnus & Tang, Aili & Tano, Sofia & Wang, Zheng, 2023.
"Mitigating information frictions in trade: Evidence from export credit guarantees,"
Journal of International Economics, Elsevier, vol. 145(C).
- Agarwal, Natasha & Lodefalk, Magnus & Tang, Aili & Tano, Sofia & Wang, Zheng, 2018. "Mitigating Information Frictions in Trade: Evidence from Export Credit Guarantees," Working Papers 2018:12, Örebro University, School of Business, revised 19 Nov 2020.
- Lodefalk, Magnus & Tangz Sofia Tano, Aili & Agarwal, Natasha & Wang, Zheng, 2018. "Mitigating Information Frictions in Trade: Evidence from Export Credit Guarantees," Ratio Working Papers 316, The Ratio Institute, revised 23 Apr 2021.
- Nicholas A. Bowman & Nayoung Jang & D. Martin Kivlighan & Nancy Schneider & Xiaomeng Ye, 2020. "The Impact of a Goal-Setting Intervention for Engineering Students on Academic Probation," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(1), pages 142-166, February.
- Alexander Krei{ss} & Christoph Rothe, 2021. "Inference in Regression Discontinuity Designs with High-Dimensional Covariates," Papers 2110.13725, arXiv.org, revised May 2022.
- Martin E Andresen & Martin Huber, 2021.
"Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction,"
The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 536-558.
- Eckhoff Andresen, Martin & Huber, Martin, 2018. "Instrument-based estimation with binarized treatments: Issues and tests for the exclusion restriction," FSES Working Papers 492, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Oliveira, Rodrigo & Motté, Henrique & Santos, Alei, 2023. "Do disadvantaged students benefit from attending classes with more skilled colleagues? Evidence from a top university in Brazil," Labour Economics, Elsevier, vol. 85(C).
- Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
- Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
- Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Inference on many jumps in nonparametric panel regression models," Papers 2312.01162, arXiv.org, revised Aug 2024.
- Claudia Noack & Tomasz Olma & Christoph Rothe, 2021. "Flexible Covariate Adjustments in Regression Discontinuity Designs," Papers 2107.07942, arXiv.org, revised Dec 2024.
- Alexander Kreiss & Christoph Rothe, 2023. "Inference in regression discontinuity designs with high-dimensional covariates," The Econometrics Journal, Royal Economic Society, vol. 26(2), pages 105-123.
- Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
- Graziella Bertocchi & Arcangelo Dimico, 2020. "Bitter Sugar: Slavery and the Black Family," Department of Economics 0172, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
- Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.