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Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs

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  1. 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.
  2. Tao Lin & Wenhao Qian & Hongwei Wang & Yu Feng, 2022. "Air Pollution and Workplace Choice: Evidence from China," IJERPH, MDPI, vol. 19(14), pages 1-23, July.
  3. Cramer, Kim Fe, 2023. "Bank presence and health," LSE Research Online Documents on Economics 119194, London School of Economics and Political Science, LSE Library.
  4. Shamsuddin, Mrittika & Acosta, Pablo A. & Schwengber, Rovane Battaglin & Fix, Jedediah & Pirani, Nikolas, 2022. "The Labor Market Impacts of Venezuelan Refugees and Migrants in Brazil," IZA Discussion Papers 15384, Institute of Labor Economics (IZA).
  5. Mario Carillo & Gemma Dipoppa & Shanker Satyanath, 2023. "Fascist ideology and migrant labor exploitation," Economics Working Papers 1865, Department of Economics and Business, Universitat Pompeu Fabra.
  6. Long Mark C. & Rooklyn Jordan, 2024. "Regression(s) discontinuity: Using bootstrap aggregation to yield estimates of RD treatment effects," Journal of Causal Inference, De Gruyter, vol. 12(1), pages 1-21, January.
  7. Frederik Noack & Ashley Larsen & Johannes Kamp & Christian Levers, 2022. "A bird's eye view of farm size and biodiversity: The ecological legacy of the iron curtain," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1460-1484, August.
  8. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2023. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(3), pages 1977-2019.
  9. Paredes, Tatiana & Sevilla, Almudena, 2024. "The impact of incentivizing training on students’ outcomes," Economics of Education Review, Elsevier, vol. 98(C).
  10. Vanessa Cirulli & Giuliano Resce & Marco Ventura, 2024. "Co-payment exemption and healthcare consumption: quasi-experimental evidence from Italy," Empirical Economics, Springer, vol. 67(1), pages 355-380, July.
  11. Natalia Serna, 2021. "Cost sharing and the demand for health services in a regulated market," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1259-1275, June.
  12. Wang, Yanbing & Schaub, Sergei & Wuepper, David & Finger, Robert, 2023. "Culture and agricultural biodiversity conservation," Food Policy, Elsevier, vol. 120(C).
  13. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
  14. Martha J. Bailey & Tanya S. Byker & Elena Patel & Shanthi Ramnath, 2019. "The Long-Run Effects of California’s Paid Family Leave Act on Women’s Careers and Childbearing: New Evidence from a Regression Discontinuity Design and U.S. Tax Data," NBER Working Papers 26416, National Bureau of Economic Research, Inc.
  15. Giacomo Battiston & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti, 2022. "Fueling Organized Crime: The Mexican War on Drugs and Oil Thefts," "Marco Fanno" Working Papers 0286, Dipartimento di Scienze Economiche "Marco Fanno".
  16. Balila Acurio & Alessandro Tomarchio, 2024. "The Effects of Business Credit Support Programs: Evidence from a Regression Discontinuity Design," IHEID Working Papers 20-2024, Economics Section, The Graduate Institute of International Studies.
  17. Dongkyu Park & Nori Tarui, 2024. "The Effect of Diesel Vehicle Regulation on Air Quality in Seoul: Evidence from Seoul’s Low Emission Zone," Sustainability, MDPI, vol. 16(21), pages 1-20, November.
  18. Wuepper, David & Borrelli, Pasquale & Mueller, Daniel & Finger, Robert, 2020. "Quantifying the soil erosion legacy of the Soviet Union," Agricultural Systems, Elsevier, vol. 185(C).
  19. Heraud, Florian & Page, Lionel, 2024. "Does the left-digit bias affect prices in financial markets?," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 20-29.
  20. Daniele, Gianmarco & Romarri, Alessio & Vertier, Paul, 2021. "Dynasties and policymaking," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 89-110.
  21. Corinna Ghirelli & Enkelejda Havari & Elena Meroni & Stefano Verzillo, 2023. "The long-term causal effects of winning an ERC grant," Working Papers 2313, Banco de España.
  22. Victor Hernandez Martinez & Kaixin Liu, 2022. "The Value of Unemployment Insurance: Liquidity vs. Insurance Value," Working Papers 22-16, Federal Reserve Bank of Cleveland.
  23. Mohamed Ebeid & Umut Oguzoglu, 2023. "Short‐term effect of retirement on health: Evidence from nonparametric fuzzy regression discontinuity design," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1323-1343, June.
  24. Sefa Awaworyi Churchill & Nasir Iqbal & Saima Nawaz & Siew Ling Yew, 2024. "Do unconditional cash transfers increase fertility? Lessons from a large‐scale program," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 74-96, January.
  25. Simon Briole & Augustin Colette & Emmanuelle Lavaine, 2023. "The Heterogeneous Effects of Lockdown Policies on Air Pollution," Working Papers hal-04084912, HAL.
  26. Babii, Andrii & Kumar, Rohit, 2023. "Isotonic regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 234(2), pages 371-393.
  27. Martins, Pedro S., 2021. "Should the maximum duration of fixed-term contracts increase in recessions? Evidence from a law reform," International Review of Law and Economics, Elsevier, vol. 68(C).
  28. Eric Brunner & Shaun Dougherty & Stephen Ross, 2019. "The Effects of Career and Technical Education: Evidence from the Connecticut Technical High School System," Working Papers 2019-047, Human Capital and Economic Opportunity Working Group.
  29. Brewer, Mike & Cattan, Sarah & Crawford, Claire & Rabe, Birgitta, 2022. "Does more free childcare help parents work more?," Labour Economics, Elsevier, vol. 74(C).
  30. Yang He & Otávio Bartalotti, 2020. "Wild bootstrap for fuzzy regression discontinuity designs: obtaining robust bias-corrected confidence intervals," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 211-231.
  31. 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.
  32. Hasan, Rana & Jiang, Yi & Rafols, Radine Michelle, 2021. "Place-based preferential tax policy and industrial development: Evidence from India’s program on industrially backward districts," Journal of Development Economics, Elsevier, vol. 150(C).
  33. Cañedo, Ana P. & Fabregas, Raissa & Gupta, Prankur, 2023. "Emergency cash transfers for informal workers: Impact evidence from Mexico," Journal of Public Economics, Elsevier, vol. 219(C).
  34. Richard Bluhm & Maxim Pinkovskiy, 2021. "The spread of COVID-19 and the BCG vaccine: A natural experiment in reunified Germany," The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 353-376.
  35. Kulka. Amrita & Sood, Aradhya & Chiumenti, Nicholas, 2022. "How to Increase Housing A ordability? Understanding Local Deterrents to Building Multifamily Housing," CAGE Online Working Paper Series 635, Competitive Advantage in the Global Economy (CAGE).
  36. Guarnieri, Eleonora & Rainer, Helmut, 2021. "Colonialism and female empowerment: A two-sided legacy," Journal of Development Economics, Elsevier, vol. 151(C).
  37. Pastore, Chiara & Jones, Andrew M., 2023. "Human capital consequences of missing out on a grammar school education," Economic Modelling, Elsevier, vol. 126(C).
  38. Basaglia, Piero & Isaksen, Elisabeth & Sato, Misato, 2024. "Carbon pricing, compensation and competitiveness: lessons from UK manufacturing," LSE Research Online Documents on Economics 122364, London School of Economics and Political Science, LSE Library.
  39. Shamsuddin,Mrittika & Acosta,Pablo Ariel & Battaglin Schwengber,Rovane & Fix,Jedediah Rooney & Pirani,Nikolas, 2021. "Economic and Fiscal Impacts of Venezuelan Refugees and Migrants in Brazil," Policy Research Working Paper Series 9797, The World Bank.
  40. Dragan Filipovich & Miguel Niño-Zarazúa & Alma Santillán Hernández, 2021. "Voter coercion and pro-poor redistribution in rural Mexico," WIDER Working Paper Series wp-2021-141, World Institute for Development Economic Research (UNU-WIDER).
  41. Hirani, Jonas Cuzulan & Wüst, Miriam, 2024. "Reminder design and childhood vaccination coverage," Journal of Health Economics, Elsevier, vol. 93(C).
  42. Katharina Brütt & Huaiping Yuan, 2022. "Pitfalls of pay transparency: Evidence from the lab and the field," Tinbergen Institute Discussion Papers 22-055/I, Tinbergen Institute.
  43. Luis Sarmiento & Nicole Wägner & Aleksandar Zaklan, 2021. "Effectiveness, Spillovers, and Well-Being Effects of Driving Restriction Policies," Discussion Papers of DIW Berlin 1947, DIW Berlin, German Institute for Economic Research.
  44. Clarke, Damian & Lillo Bustos, Nicolás & Tapia­Schythe, Kathya, 2022. "Estimating Inter-generational Returns to Medical Care : New Evidence from At-Risk Newborns," CAGE Online Working Paper Series 639, Competitive Advantage in the Global Economy (CAGE).
  45. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
  46. Busso, Matías & Montaño, Sebastián & Muñoz-Morales, Juan S., 2023. "Signaling Specific Skills and the Labor Market of College Graduates," IDB Publications (Working Papers) 12720, Inter-American Development Bank.
  47. Sager, Lutz & Singer, Gregor, 2023. "Clean identification? The effects of the Clean Air Act on air pollution, exposure disparities and house prices," LSE Research Online Documents on Economics 115528, London School of Economics and Political Science, LSE Library.
  48. Shreya Biswas & Upasak Das & Sandhya Garg, 2024. "Growing with greener pastures: Examining the role of graduate politicians on forest cover in India," IEG Working Papers 463, Institute of Economic Growth.
  49. Zhang, Kexin, 2023. "The long-term impact of higher education: Evidence from the Gaokao reinstatement in China," Economics of Education Review, Elsevier, vol. 97(C).
  50. Diogo G. C. Britto & Gianmarco Daniele & Marco Le Moglie & Paolo Pinotti & Breno Sampaio, 2024. "A Few Bad Apples? Criminal Charges, Political Careers, and Policy Outcomes," CESifo Working Paper Series 11382, CESifo.
  51. Drake, Coleman & Anderson, David & Cai, Sih-Ting & Sacks, Daniel W., 2023. "Financial transaction costs reduce benefit take-up evidence from zero-premium health insurance plans in Colorado," Journal of Health Economics, Elsevier, vol. 89(C).
  52. Hiesinger, Karolin, 2022. "Cost of Inclusion? Intended and Non-intended Effects of the Employment Quota for Workers with Disabilities," VfS Annual Conference 2022 (Basel): Big Data in Economics 264026, Verein für Socialpolitik / German Economic Association.
  53. Jaakko Meriläinen & Janne Tukiainen, 2021. "The Advantage of Incumbents in Coalitional Bargaining," Discussion Papers 137, Aboa Centre for Economics.
  54. Gałecka-Burdziak, Ewa & Jessen, Jonas & Jessen, Robin & Johnston, Andrew, 2024. "Moral Hazard among the Employed: Evidence from Regression Discontinuity," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302445, Verein für Socialpolitik / German Economic Association.
  55. Nicholas Chiumenti & Amrita Kulka & Aradhya Sood, 2022. "How to Increase Housing Affordability: Understanding Local Deterrents to Building Multifamily Housing," Working Papers 22-10, Federal Reserve Bank of Boston.
  56. Arisi, Diego & Cortés, Alix & Delic, Diego & Rossi, Martín, 2022. "Knowledge for Results and the Efficiency of Public Agencies in Colombia," IDB Publications (Working Papers) 12007, Inter-American Development Bank.
  57. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).
  58. Nils Braakmann & Barbara Eberth, 2024. "Can unions impose costs on employers in education strikes? Evidence from pension disputes in UK universities," Papers 2401.05183, arXiv.org.
  59. 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.
  60. Sprick Schuster, Steven, 2023. "The persuasive power of the fourth estate: Estimating the effect of newspaper endorsements: 1960–1980," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 496-510.
  61. Ruchi Avtar & Rajashri Chakrabarti & Lindsay Meyerson & William Nober & Maxim L. Pinkovskiy, 2020. "The Affordable Care Act and the COVID-19 Pandemic: A Regression Discontinuity Analysis," Staff Reports 948, Federal Reserve Bank of New York.
  62. repec:diw:diwwpp:dp1973 is not listed on IDEAS
  63. Caroline Le Pennec, 2024. "Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos," The Economic Journal, Royal Economic Society, vol. 134(658), pages 785-810.
  64. Takaku, Reo & Yokoyama, Izumi, 2021. "What the COVID-19 school closure left in its wake: Evidence from a regression discontinuity analysis in Japan," Journal of Public Economics, Elsevier, vol. 195(C).
  65. De Genaro, Alan & Salvador, Pedro Ivo Camacho A. & Fernandes, Ivan Filipe, 2021. "Market power and banking regulations: Evidence from RDD application to the Brazilian banking market," Economics Letters, Elsevier, vol. 202(C).
  66. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
  67. Stephen J. Terry, 2023. "The Macro Impact of Short‐Termism," Econometrica, Econometric Society, vol. 91(5), pages 1881-1912, September.
  68. Meier, Pascal Flurin & Flepp, Raphael & Franck, Egon, 2023. "Replication: Do coaches stick with what barely worked? Evidence of outcome bias in sports," Journal of Economic Psychology, Elsevier, vol. 99(C).
  69. Casaburi, Lorenzo & Caprettini, Bruno & Venturini, Miriam, 2021. "Redistribution, Voting and Clientelism: Evidence from the Italian Land Reform," CEPR Discussion Papers 15679, C.E.P.R. Discussion Papers.
  70. de Gendre, Alexandra & Lynch, John & Meunier, Aurélie & Pilkington, Rhiannon & Schurer, Stefanie, 2021. "Child Health and Parental Responses to an Unconditional Cash Transfer at Birth," IZA Discussion Papers 14693, Institute of Labor Economics (IZA).
  71. Gabriel Loumeau, 2022. "Land Consolidation Reforms: A Natural Experiment on the Economic and Political Effects of Agricultural Mechanization," CER-ETH Economics working paper series 22/376, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
  72. Ilciukas, Julius, 2023. "Fertility and parental retirement," Journal of Public Economics, Elsevier, vol. 226(C).
  73. Mohamed Abouaziza, 2022. "Farmer constraints and relational contracts: evidence from agricultural value chains in East Africa," Economics PhD Theses 0122, Department of Economics, University of Sussex Business School.
  74. Sun, Zhuanlan & Liu, Sheng & Li, Yiwei & Ma, Chao, 2023. "Expedited editorial decision in COVID-19 pandemic," Journal of Informetrics, Elsevier, vol. 17(1).
  75. Carlos Alberto Belchior & Yara Gomes, 2022. "Liquidity constraints, cash transfers and the demand for health care in the Covid‐19 pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 31(11), pages 2369-2380, November.
  76. Thiess Büttner, 2021. "Land Use and Fiscal Competition," CESifo Working Paper Series 8958, CESifo.
  77. Guastavino, Carlos & Miranda, Alvaro & Montero, Rodrigo, 2021. "Rank effect in bureaucrat recruitment," European Journal of Political Economy, Elsevier, vol. 68(C).
  78. Gatchev, Vladimir A. & Seth, Rama & Singh, Ajai & Vishwanatha, S.R., 2023. "Price bands and their effects on equity markets: Evidence from a natural experiment," Journal of Financial Markets, Elsevier, vol. 66(C).
  79. Nirupama Kulkarni & Kanika Mahajan & S.K. Ritadhi, 2023. "Bank Branch Expansions and Capital Investment by Credit Constrained Firms," Working Papers 93, Ashoka University, Department of Economics.
  80. Bautista, Maria Angélica & Galán, Juan Sebastián & Robinson, James A. & Torres, Rafael & Torvik, Ragnar, 2024. "Fear and Dreams: Understanding the Non-Institutional Sources of Leader Strategy," Documentos CEDE 21198, Universidad de los Andes, Facultad de Economía, CEDE.
  81. De Benedetto, Marco Alberto & De Paola, Maria & Scoppa, Vincenzo & Smirnova, Janna, 2023. "Erasmus Program and Labor Market Outcomes: Evidence from a Fuzzy Regression Discontinuity Design," IZA Discussion Papers 16181, Institute of Labor Economics (IZA).
  82. Xingchi Shen & Yueming Lucy Qiu & Pengfei Liu & Anand Patwardhan, 2022. "The Effect of Rebate and Loan Incentives on Residential Heat Pump Adoption: Evidence from North Carolina," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(3), pages 741-789, July.
  83. Dor Leventer & Daniel Nevo, 2024. "Correcting invalid regression discontinuity designs with multiple time period data," Papers 2408.05847, arXiv.org.
  84. Tommaso Giommoni & Gabriel Loumeau, 2022. "Taxation with a Grain of Salt: The Long-Term Effect of Fiscal Policy on Local Development," CESifo Working Paper Series 9997, CESifo.
  85. Bonander, Carl & Chauca Strand, Gabriella & Jakobsson, Niklas, 2023. "Direct replication and additional sensitivity analyses for Altindag et al. (2022): A replication report from the Oslo Replication Games," I4R Discussion Paper Series 16, The Institute for Replication (I4R).
  86. Vincenzo Alfano & Lorenzo Cicatiello & Giuseppe Lucio Gaeta & Michele Gallo & Francesca Rotondo, 2021. "Three is a Magic Number: Evidence on the Effects of the Application of the Three-Point Rule in Italy’s Serie A," Journal of Sports Economics, , vol. 22(3), pages 329-356, April.
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  89. Lu, Jiaxuan, 2023. "The economics of China’s between-city height competition: A regression discontinuity approach," Regional Science and Urban Economics, Elsevier, vol. 100(C).
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  94. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
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  96. Awaworyi Churchill, Sefa & Iqbal, Nasir & Nawaz, Saima & Yew, Siew Ling, 2024. "Unconditional cash transfers, health and savings," Economics & Human Biology, Elsevier, vol. 53(C).
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