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The State of Applied Econometrics: Causality and Policy Evaluation

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Cited by:

  1. Matthew A. Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
  2. Minghui Fu & Chuanjiang Liu & Yuting Ma & Liukun Wang, 2022. "Does City Public Service Distance Increase Sense of Gain to Public Health Service? Evidence from 1394 Migrant Workers in Six Provinces," IJERPH, MDPI, vol. 19(10), pages 1-20, May.
  3. Masahiro Kato & Akari Ohda & Masaaki Imaizumi & Kenichiro McAlinn, 2023. "Synthetic Control Methods by Density Matching under Implicit Endogeneity," Papers 2307.11127, arXiv.org, revised Jul 2023.
  4. Riccardo Di Francesco, 2022. "Aggregation Trees," CEIS Research Paper 546, Tor Vergata University, CEIS, revised 20 Nov 2023.
  5. Tsang, Andrew, 2021. "Uncovering Heterogeneous Regional Impacts of Chinese Monetary Policy," MPRA Paper 110703, University Library of Munich, Germany.
  6. Dennis Essers & Stefaan Ide, 2017. "The IMF and precautionary lending : An empirical evaluation of the selectivity and effectiveness of the flexible credit line," Working Paper Research 323, National Bank of Belgium.
  7. de Rassenfosse, Gaétan & Grazzi, Marco & Moschella, Daniele & Pellegrino, Gabriele, 2022. "International patent protection and trade: Transaction-level evidence," European Economic Review, Elsevier, vol. 147(C).
  8. Ying Liu & Haoran Zhao & Jieguang Sun & Yahui Tang, 2022. "Digital Inclusive Finance and Family Wealth: Evidence from LightGBM Approach," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
  9. Alice Lépissier & Matto Mildenberger, 2021. "Unilateral climate policies can substantially reduce national carbon pollution," Climatic Change, Springer, vol. 166(3), pages 1-21, June.
  10. Dalmazzo, Alberto & de Blasio, Guido & Poy, Samuele, 2018. "Local secessions, homophily, and growth. A model with some evidence from the regions of Abruzzo and Molise (Italy, 1963)," Journal of Economic Behavior & Organization, Elsevier, vol. 151(C), pages 284-306.
  11. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
  12. Orhan Erdem & Sukran Erdem & Kelly Monson, 2023. "Children, vaccines, and financial incentives," International Journal of Health Economics and Management, Springer, vol. 23(4), pages 537-552, December.
  13. Angelo Cozzubo & Elard Amaya & Juan Cueto, 2021. "The social costs of crime: the erosion of trust between citizens and public institutions," Economics of Governance, Springer, vol. 22(2), pages 93-117, June.
  14. Lechner, Michael, 2018. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," IZA Discussion Papers 12040, Institute of Labor Economics (IZA).
  15. Böckerman, Petri & Haapanen, Mika & Jepsen, Christopher, 2019. "Back to school: Labor-market returns to higher vocational schooling," Labour Economics, Elsevier, vol. 61(C).
  16. Justman, Moshe, 2018. "Randomized controlled trials informing public policy: Lessons from project STAR and class size reduction," European Journal of Political Economy, Elsevier, vol. 54(C), pages 167-174.
  17. David Audretsch & Paul P. Momtaz & Hanna Motuzenko & Silvio Vismara, 2023. "The Economic Costs of the Russia-Ukraine War: A Synthetic Control Study of (Lost) Entrepreneurship," Papers 2303.02773, arXiv.org.
  18. Wei Chen & Zaiyan Wei & Karen Xie, 2022. "The Battle for Homes: How Does Home Sharing Disrupt Local Residential Markets?," Management Science, INFORMS, vol. 68(12), pages 8589-8612, December.
  19. Longo, Luigi & Riccaboni, Massimo & Rungi, Armando, 2022. "A neural network ensemble approach for GDP forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
  20. de Blasio, Guido & D'Ignazio, Alessio & Letta, Marco, 2022. "Gotham city. Predicting ‘corrupted’ municipalities with machine learning," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  21. Candelon, Bertrand & Hasse, Jean-Baptiste, 2023. "Testing for causality between climate policies and carbon emissions reduction," Finance Research Letters, Elsevier, vol. 55(PA).
  22. Marco Due~nas & V'ictor Ortiz & Massimo Riccaboni & Francesco Serti, 2021. "Assessing the Impact of COVID-19 on Trade: a Machine Learning Counterfactual Analysis," Papers 2104.04570, arXiv.org.
  23. 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.
  24. Rohan Best & Paul J. Burke, 2020. "Energy mix persistence and the effect of carbon pricing," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), pages 555-574, July.
  25. Merz, Joachim, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," IZA Discussion Papers 15140, Institute of Labor Economics (IZA).
  26. Jiafeng Chen & David M. Ritzwoller, 2021. "Semiparametric Estimation of Long-Term Treatment Effects," Papers 2107.14405, arXiv.org, revised Aug 2023.
  27. Michael Funke & Kadri Männasoo & Helery Tasane, 2023. "Regional Economic Impacts of the Øresund Cross-Border Fixed Link: Cui Bono?," CESifo Working Paper Series 10557, CESifo.
  28. Isabel Busom & Jorge-Andrés Vélez-Ospina, 2021. "Subsidising innovation over the business cycle," Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 773-803, July.
  29. Federica Licari & Alessandra Mattei, 2020. "Assessing causal effects of extra compulsory learning on college students’ academic performances," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1595-1614, October.
  30. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," International Journal of Industrial Organization, Elsevier, vol. 73(C).
  31. Echevarría, Cruz A. & Hasancebi, Serhat & García-Enríquez, Javier, 2022. "Economic Effects of Macao’s Integration with Mainland China: A Causal Inference Study," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 37(2), pages 179-215.
  32. Delprato, Marcos & Frola, Alessia & Antequera, Germán, 2022. "Indigenous and non-Indigenous proficiency gaps for out-of-school and in-school populations: A machine learning approach," International Journal of Educational Development, Elsevier, vol. 93(C).
  33. Arno Parolini & Wei Wu Tan & Aron Shlonsky, 2019. "Decision-based models of the implementation of interventions in systems of healthcare: Implementation outcomes and intervention effectiveness in complex service environments," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-17, October.
  34. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
  35. 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.
  36. Stefan Pichler & Nicolas R. Ziebarth, 2020. "Labor Market Effects of U.S. Sick Pay Mandates," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 611-659.
  37. Jermain C. Kaminski & Christian Hopp, 2020. "Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals," Small Business Economics, Springer, vol. 55(3), pages 627-649, October.
  38. Thomas Barnebeck Andersen, 2023. "The Cost of a Currency Peg during the Great Recession," Open Economies Review, Springer, vol. 34(2), pages 255-279, April.
  39. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
  40. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
  41. Christoph F. Kurz & Martin Rehm & Rolf Holle & Christina Teuner & Michael Laxy & Larissa Schwarzkopf, 2019. "The effect of bariatric surgery on health care costs: A synthetic control approach using Bayesian structural time series," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1293-1307, November.
  42. Carlos Fernández-Loría & Foster Provost & Jesse Anderton & Benjamin Carterette & Praveen Chandar, 2023. "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation," Information Systems Research, INFORMS, vol. 34(2), pages 786-803, June.
  43. Eliason, Paul & Lutz, Byron, 2018. "Can fiscal rules constrain the size of government? An analysis of the “crown jewel” of tax and expenditure limitations," Journal of Public Economics, Elsevier, vol. 166(C), pages 115-144.
  44. Lucke, Bernd, 2022. "Growth Effects of European Monetary Union: A Synthetic Control Approach," MPRA Paper 115373, University Library of Munich, Germany.
  45. John J. Donohue & Abhay Aneja & Kyle D. Weber, 2019. "Right‐to‐Carry Laws and Violent Crime: A Comprehensive Assessment Using Panel Data and a State‐Level Synthetic Control Analysis," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 16(2), pages 198-247, June.
  46. Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021. "Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence," The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
  47. Kristof Lommers & Ouns El Harzli & Jack Kim, 2021. "Confronting Machine Learning With Financial Research," Papers 2103.00366, arXiv.org, revised Mar 2021.
  48. Zhang, Qian & Cheng, Baodong & Diao, Gang & Tao, Chenlu & Wang, Can, 2023. "Does China's natural forest logging ban affect the stability of the timber import trade network?," Forest Policy and Economics, Elsevier, vol. 152(C).
  49. Yi‐Ting Chen, 2020. "A distributional synthetic control method for policy evaluation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 505-525, August.
  50. Masahiro Shoji & Yoko Takafuji & Tetsuya Harada, 2020. "Formal education and disaster response of children: evidence from coastal villages in Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(2), pages 2183-2205, September.
  51. Cattan, Sarah & Kamhöfer, Daniel A. & Karlsson, Martin & Nilsson, Therese, 2017. "The Short- and Long-Term Effects of Student Absence: Evidence from Sweden," IZA Discussion Papers 10995, Institute of Labor Economics (IZA).
  52. Manuel Funke & Moritz Schularick & Christoph Trebesch, 2023. "Populist Leaders and the Economy," American Economic Review, American Economic Association, vol. 113(12), pages 3249-3288, December.
  53. M. Mouchart & R. Orsi & G. Wunsch, 2020. "Causality in Econometric Modeling. From Theory to Structural Causal Modeling," Working Papers wp1143, Dipartimento Scienze Economiche, Universita' di Bologna.
  54. Ramah Al Balawi & Yuheng Hu & Liangfei Qiu, 2023. "Brand Crisis and Customer Relationship Management on Social Media: Evidence from a Natural Experiment from the Airline Industry," Information Systems Research, INFORMS, vol. 34(2), pages 442-462, June.
  55. Brian W. Sloboda, 2023. "The Effect: An Introduction to Research Design and Causality, Nick Huntington‐Klein, Chapman & Hall/CRC, 2022, xiv +v620 pages, $39.95, paperback. ISBN: 9781032125787," International Statistical Review, International Statistical Institute, vol. 91(2), pages 343-345, August.
  56. Sansone, Dario, 2019. "Pink work: Same-sex marriage, employment and discrimination," Journal of Public Economics, Elsevier, vol. 180(C).
  57. Daniel Aparicio-Pérez & Maria Teresa Balaguer-Coll & Emili Tortosa-Ausina, 2021. "Politics against Economics: The Case of Spanish Regional Financing," Working Papers 2021/15, Economics Department, Universitat Jaume I, Castellón (Spain).
  58. Andreas Fuster & Paul Goldsmith‐Pinkham & Tarun Ramadorai & Ansgar Walther, 2022. "Predictably Unequal? The Effects of Machine Learning on Credit Markets," Journal of Finance, American Finance Association, vol. 77(1), pages 5-47, February.
  59. Walter D'Lima & Timothy Komarek & Luis A. Lopez, 2023. "Risk perception in housing markets: Evidence from a fighter jet crash," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(4), pages 819-854, July.
  60. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
  61. Sugiawan, Yogi & Managi, Shunsuke, 2019. "New evidence of energy-growth nexus from inclusive wealth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 40-48.
  62. Breunig, Christoph & Grabova, Iuliia & Haan, Peter & Weinhardt, Felix & Weizsäcker, Georg, 2021. "Long-run expectations of households," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
  63. Corinne Autant-Bernard & Ruben Fotso & Nadine Massard, 2022. "Evaluating the impact of public policies on large firms: a synthetic control approach to science-industry transfer policies," Revue d'économie industrielle, De Boeck Université, vol. 0(4), pages 9-50.
  64. Jones, Benjamin A., 2019. "Infant health impacts of freshwater algal blooms: Evidence from an invasive species natural experiment," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 36-59.
  65. Best, Rohan & Burke, Paul J., 2018. "Adoption of solar and wind energy: The roles of carbon pricing and aggregate policy support," Energy Policy, Elsevier, vol. 118(C), pages 404-417.
  66. Entorf, Horst & Hou, Jia, 2018. "Financial education for the disadvantaged? A review," SAFE Working Paper Series 205, Leibniz Institute for Financial Research SAFE.
  67. He, Peiming & Zhang, Jiaming & Chen, Litai, 2022. "Time is money: Impact of China-Europe Railway Express on the export of laptop products from Chongqing to Europe," Transport Policy, Elsevier, vol. 125(C), pages 312-322.
  68. Owoye, Oluwole & Onafowora, Olugbenga A., 2022. "Assessing the Socio-Economic and Political Outcomes of the Arab Spring in Arab League Countries," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 75(3), pages 363-390.
  69. Cappelli, Federica & Caravaggio, Nicola & Vaquero-Piñeiro, Cristina, 2022. "Buen Vivir and forest conservation in Bolivia: False promises or effective change?," Forest Policy and Economics, Elsevier, vol. 137(C).
  70. Aepli, Manuel & Kuhn, Andreas & Schweri, Jürg, 2021. "Culture, norms, and the provision of training by employers: Evidence from the Swiss language border," Labour Economics, Elsevier, vol. 73(C).
  71. Warr, Peter & Aung, Lwin Lwin, 2019. "Poverty and inequality impact of a natural disaster: Myanmar’s 2008 cyclone Nargis," World Development, Elsevier, vol. 122(C), pages 446-461.
  72. Roy Cerqueti & Raffaella Coppier & Alessandro Girardi & Marco Ventura, 2022. "The sooner the better: lives saved by the lockdown during the COVID-19 outbreak. The case of Italy [Using synthetic controls: Feasibility, data requirements, and methodological aspects]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 46-70.
  73. Shankar, Bhavani & Poole, Nigel & Bird, Frances A., 2019. "Agricultural inputs and nutrition in South Asia," Food Policy, Elsevier, vol. 82(C), pages 28-38.
  74. Ibtihal Ferwana & Lav R. Varshney, 2022. "Optimal Recovery for Causal Inference," Papers 2208.06729, arXiv.org, revised Dec 2023.
  75. Carlos Viana de Carvalho & Ricardo Masini & Marcelo Cunha Medeiros, 2016. "The perils of Counterfactual Analysis with Integrated Processes," Textos para discussão 654, Department of Economics PUC-Rio (Brazil).
  76. Yu-Kai Huang & Richard T. Woodward, 2022. "Spillover Effects of Grocery Bag Legislation: Evidence of Bag Bans and Bag Fees," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(4), pages 711-741, April.
  77. Martin-Shields, Charles P. & Stojetz, Wolfgang, 2019. "Food security and conflict: Empirical challenges and future opportunities for research and policy making on food security and conflict," World Development, Elsevier, vol. 119(C), pages 150-164.
  78. Brathwaite, Timothy & Walker, Joan L., 2018. "Causal inference in travel demand modeling (and the lack thereof)," Journal of choice modelling, Elsevier, vol. 26(C), pages 1-18.
  79. Jonas Minet Kinge & Jostein Grytten, 2021. "The impact of primary care physician density on perinatal health: Evidence from a natural experiment," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 2974-2994, December.
  80. Yu, Jisang & Ijaz, Arusha, 2023. "Recovering from Natural Disaster through Exports: The Case of 2010 Pakistan Flood and EU Tariff Waiver on Pakistan Textile Exports," 2023 Annual Meeting, July 23-25, Washington D.C. 335710, Agricultural and Applied Economics Association.
  81. Christian Alemán & Christopher Busch & Alexander Ludwig & Raül Santaeulàlia-Llopis, 2022. "A Stage-Based Identification of Policy Effects," Working Papers 1369, Barcelona School of Economics.
  82. Kannen, Peter & Semrau, Finn Ole & Steglich, Frauke, 2021. "Green gifts from abroad? FDI and firms' green management," Kiel Working Papers 2200, Kiel Institute for the World Economy (IfW Kiel).
  83. Robert Donnelly & Francisco J.R. Ruiz & David Blei & Susan Athey, 2021. "Counterfactual inference for consumer choice across many product categories," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 369-407, December.
  84. Yulin Liu & Yuxuan Lu & Kartik Nayak & Fan Zhang & Luyao Zhang & Yinhong Zhao, 2022. "Empirical Analysis of EIP-1559: Transaction Fees, Waiting Time, and Consensus Security," Papers 2201.05574, arXiv.org, revised Apr 2023.
  85. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
  86. Kässi, Otto, 2022. "The Labor-market Effects of Service Offshoring: A Synthetic Control Approach with High-dimensional Microdata," ETLA Working Papers 97, The Research Institute of the Finnish Economy.
  87. Flamini, Alessandro & Jahanshahi, Babak & Mohaddes, Kamiar, 2021. "Illegal drugs and public corruption: Crack based evidence from California," European Journal of Political Economy, Elsevier, vol. 69(C).
  88. Liyang Tang, 2020. "Application of Nonlinear Autoregressive with Exogenous Input (NARX) neural network in macroeconomic forecasting, national goal setting and global competitiveness assessment," Papers 2005.08735, arXiv.org.
  89. Jonathan Hersh & Matthew Harding, 2018. "Big Data in economics," IZA World of Labor, Institute of Labor Economics (IZA), pages 451-451, September.
  90. Kuschnig, Nikolas & Vashold, Lukas, 2023. "The economic impacts of malaria: past, present, and future," Department of Economics Working Paper Series 338, WU Vienna University of Economics and Business.
  91. Yong Cai, 2021. "Some Finite Sample Properties of the Sign Test," Papers 2103.01412, arXiv.org, revised Feb 2024.
  92. Herrera, Diego & Cunniff, Shannon & DuPont, Carolyn & Cohen, Benjamin & Gangi, Dakota & Kar, Devyani & Peyronnin Snider, Natalie & Rojas, Victor & Wyerman, Jim & Norriss, Jessie & Mountenot, Marshall, 2019. "Designing an environmental impact bond for wetland restoration in Louisiana," Ecosystem Services, Elsevier, vol. 35(C), pages 260-276.
  93. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
  94. Wanchun Xu & Zijing Pan & Shan Lu & Liang Zhang, 2020. "Regional Heterogeneity of Application and Effect of Telemedicine in the Primary Care Centres in Rural China," IJERPH, MDPI, vol. 17(12), pages 1-15, June.
  95. Saunders, Harry D. & Roy, Joyashree & Azevedo, Inês M.L. & Chakravarty, Debalina & Dasgupta, Shyamasree & De La Rue Du Can, Stephane & Druckman, Angela & Fouquet, Roger & Grubb, Michael & Lin, Boqiang, 2021. "Energy efficiency: what has research delivered in the last 40 years?," LSE Research Online Documents on Economics 114344, London School of Economics and Political Science, LSE Library.
  96. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 31-50, Spring.
  97. Josephson, Anna & Michler, Jeffrey D., 2018. "Viewpoint: Beasts of the field? Ethics in agricultural and applied economics," Food Policy, Elsevier, vol. 79(C), pages 1-11.
  98. Parast Layla & Hunt Priscillia & Griffin Beth Ann & Powell David, 2020. "When is a Match Sufficient? A Score-based Balance Metric for the Synthetic Control Method," Journal of Causal Inference, De Gruyter, vol. 8(1), pages 209-228, January.
  99. Valente, Marica, 2023. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
  100. Adel Daoud, 2021. "The International Monetary Funds intervention in education systems and its impact on childrens chances of completing school," Papers 2201.00013, arXiv.org.
  101. Nicola Cetorelli & James Traina, 2021. "Resolving “Too Big to Fail”," Journal of Financial Services Research, Springer;Western Finance Association, vol. 60(1), pages 1-23, August.
  102. Ferman, Bruno & Pinto, Cristine, 2016. "Revisiting the Synthetic Control Estimator," MPRA Paper 73982, University Library of Munich, Germany.
  103. Edoardo Masset, 2022. "Conflict and Child Mortality in Mali: A Synthetic Control Analysis," Population and Development Review, The Population Council, Inc., vol. 48(4), pages 1097-1123, December.
  104. Anna Baiardi & Andrea A. Naghi, 2021. "The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies," Tinbergen Institute Discussion Papers 21-001/V, Tinbergen Institute.
  105. Abrell, Jan & Kosch, Mirjam & Rausch, Sebastian, 2022. "How effective is carbon pricing?—A machine learning approach to policy evaluation," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
  106. Gubela, Robin & Bequé, Artem & Gebert, Fabian & Lessmann, Stefan, 2018. "Conversion uplift in e-commerce: A systematic benchmark of modeling strategies," IRTG 1792 Discussion Papers 2018-062, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  107. McGraw, Marquise J., 2020. "The role of airports in city employment growth, 1950–2010," Journal of Urban Economics, Elsevier, vol. 116(C).
  108. Roman Horvath, 2020. "Natural Catastrophes and Financial Development: An Empirical Analysis," Working Papers IES 2020/14, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised May 2020.
  109. Mohammad Reza Farzanegan, 2023. "Years of life lost to revolution and war in Iran," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2061-2103, November.
  110. Eugenie Dugoua, 2023. "Induced innovation and international environmental agreements: Evidence from the ozone regime," CEP Discussion Papers dp1947, Centre for Economic Performance, LSE.
  111. Hayakawa, Kazunobu & Keola, Souknilanh & Silaphet, Korrakoun & Yamanouchi, Kenta, 2022. "Estimating the impacts of international bridges on foreign firm locations: a machine learning approach," IDE Discussion Papers 847, Institute of Developing Economies, Japan External Trade Organization(JETRO).
  112. Lucke, Bernd & Rehfeldt, Erik, 2022. "How does expropriation affect FDI? A synthetic control analysis of oil and gas sector nationalizations in South America," MPRA Paper 115374, University Library of Munich, Germany.
  113. Chu, Shuai & Liu, Xiangbo, 2021. "Do research universities boost regional economic development? - Evidence from China," GLO Discussion Paper Series 748, Global Labor Organization (GLO).
  114. Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
  115. Wumeng He & Orapan Nabangchang & Krista Erdman & Alex C. A. Vanko & Prapti Poudel & Chandra Giri & Jeffrey R. Vincent, 2023. "Inferring Economic Impacts from a Program’s Physical Outcomes: An Application to Forest Protection in Thailand," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 845-876, March.
  116. 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.
  117. Nathan, Max, 2022. "Does light touch cluster policy work? Evaluating the tech city programme," Research Policy, Elsevier, vol. 51(9).
  118. Lee, Jiyon, 2018. "A spatial latent class model," Economics Letters, Elsevier, vol. 162(C), pages 62-68.
  119. Ikeme, Sionegael & Han, Doo Bong, 2021. "The Impacts of the EU Integration on Food Production in Baltic Countries," 2021 Annual Meeting, August 1-3, Austin, Texas 313989, Agricultural and Applied Economics Association.
  120. Becker, Martin & Klößner, Stefan, 2018. "Fast and reliable computation of generalized synthetic controls," Econometrics and Statistics, Elsevier, vol. 5(C), pages 1-19.
  121. Bibek Adhikari & Romain Duval & Bingjie Hu & Prakash Loungani, 2018. "Can Reform Waves Turn the Tide? Some Case Studies using the Synthetic Control Method," Open Economies Review, Springer, vol. 29(4), pages 879-910, September.
  122. Albert Whata & Charles Chimedza, 2021. "Credibility of Causal Estimates from Regression Discontinuity Designs with Multiple Assignment Variables," Stats, MDPI, vol. 4(4), pages 1-23, November.
  123. Dugoua, Eugenie, 2021. "Induced innovation and international environmental agreements: evidence from the Ozone regime," LSE Research Online Documents on Economics 110859, London School of Economics and Political Science, LSE Library.
  124. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
  125. Netta Barak‐Corren & Yoav Kan‐Tor & Nelson Tebbe, 2022. "Examining the effects of antidiscrimination laws on children in the foster care and adoption systems," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(4), pages 1003-1066, December.
  126. Chiara L. Comolli & Daniele Vignoli, 2019. "Spread-ing uncertainty, shrinking birth rates," Econometrics Working Papers Archive 2019_08, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
  127. Arzi Adbi & Chirantan Chatterjee & Anant Mishra, 2022. "How Do MNEs and Domestic Firms Respond Locally to a Global Demand Shock? Evidence from a Pandemic," Management Science, INFORMS, vol. 68(12), pages 9003-9025, December.
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  344. David B. Audretsch & Paul P. Momtaz & Hanna Motuzenko & Silvio Vismara, 2023. "War and Entrepreneurship: A Synthetic Control Study of the Russia-Ukraine Conflict," CESifo Working Paper Series 10466, CESifo.
  345. Gokhan Aykac, 2021. "The value of an overseas research trip," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(8), pages 7097-7122, August.
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  347. Joseph Palazzo & Roland Geyer & Sangwon Suh, 2020. "A review of methods for characterizing the environmental consequences of actions in life cycle assessment," Journal of Industrial Ecology, Yale University, vol. 24(4), pages 815-829, August.
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  349. Lüth, Hendrik, 2021. "Reassessing Car Scrappage Schemes in Selected OECD Countries: A Synthetic Control Method Application," Working Paper 190/2021, Helmut Schmidt University, Hamburg.
  350. Monica Andini & Emanuele Ciani & Guido de Blasio & Alessio D'Ignazio & Viola Salvestrini, 2017. "Targeting policy-compliers with machine learning: an application to a tax rebate programme in Italy," Temi di discussione (Economic working papers) 1158, Bank of Italy, Economic Research and International Relations Area.
  351. Alfano, Vincenzo & Ercolano, Salvatore & Cicatiello, Lorenzo, 2021. "School openings and the COVID-19 outbreak in Italy. A provincial-level analysis using the synthetic control method," Health Policy, Elsevier, vol. 125(9), pages 1200-1207.
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  354. Hagemejer Jan & Michałek Jan J. & Svatko Pavel, 2021. "Economic impact of the EU Eastern enlargement on New Member States revisited: The role of economic institutions," Central European Economic Journal, Sciendo, vol. 8(55), pages 126-143, January.
  355. Tani, Massimiliano, 2017. "Skilled Migration Policy and the Labour Market Performance of Immigrants," IZA Discussion Papers 11241, Institute of Labor Economics (IZA).
  356. Jones, Benjamin A., 2018. "Forest-attacking Invasive Species and Infant Health: Evidence From the Invasive Emerald Ash Borer," Ecological Economics, Elsevier, vol. 154(C), pages 282-293.
  357. Abbate Nicolás & Cabral Juan Andrés, 2023. "Reassessing a cocaine shock: a contrary narrative from Rabo de Peixe," Asociación Argentina de Economía Política: Working Papers 4628, Asociación Argentina de Economía Política.
  358. Houngbonon, Georges V. & Ivaldi, Marc & Palikot, Emil & Strusani, Davide, 2023. "The Impact of Shared Telecom Infrastructure on Digital Connectivity and Inclusion," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277970, International Telecommunications Society (ITS).
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  361. Boto-García, David & Balado-Naves, Roberto & Mayor, Matías & Baños-Pino, José Francisco, 2023. "Consumers' demand for operational licencing: evidence from Airbnb in Paris," Annals of Tourism Research, Elsevier, vol. 100(C).
  362. Wang, Xiqian & Bian, Yong & Zhang, Qin, 2023. "The effect of cooking fuel choice on the elderly’s well-being: Evidence from two non-parametric methods," Energy Economics, Elsevier, vol. 125(C).
  363. Geloso, Vincent & Pavlik, Jamie Bologna, 2021. "The Cuban revolution and infant mortality: A synthetic control approach," Explorations in Economic History, Elsevier, vol. 80(C).
  364. Meier, Armando N. & Levav, Jonathan & Meier, Stephan, 2020. "Early Release and Recidivism," IZA Discussion Papers 13035, Institute of Labor Economics (IZA).
  365. Jari J. Hakanen & Petri Rouvinen & Ilkka Ylhäinen, 2021. "The Impact of Work Engagement on Future Occupational Rankings, Wages, Unemployment, and Disability Pensions—A Register-Based Study of a Representative Sample of Finnish Employees," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
  366. Ananth Seshadri & Junjie Guo, 2020. "Estimating the Macroeconomic Effects of Each Totalization Agreement," Working Papers wp408, University of Michigan, Michigan Retirement Research Center.
  367. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
  368. Haris Krijestorac & Rajiv Garg & Vijay Mahajan, 2020. "Cross-Platform Spillover Effects in Consumption of Viral Content: A Quasi-Experimental Analysis Using Synthetic Controls," Information Systems Research, INFORMS, vol. 31(2), pages 449-472, June.
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  370. Joachim Merz, 2022. "Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners," SOEPpapers on Multidisciplinary Panel Data Research 1163, DIW Berlin, The German Socio-Economic Panel (SOEP).
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