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Regional Policy Evaluation: Interactive Fixed Effects and Synthetic Control

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Cited by:

  1. Jason Poulos & Andrea Albanese & Andrea Mercatanti & Fan Li, 2021. "Retrospective causal inference via matrix completion, with an evaluation of the effect of European integration on cross-border employment," LISER Working Paper Series 2021-07, Luxembourg Institute of Socio-Economic Research (LISER).
  2. Miren Lafourcade & Florian Mayneris, 2017. "En Finir avec les ghettos urbains ?," PSE-Ecole d'économie de Paris (Postprint) halshs-01884340, HAL.
  3. Povilas Lastauskas & Julius Stakėnas, 2022. "Dancing Alone or Together: The Dynamic Effects of Independent and Common Monetary Policies," Advances in Econometrics, in: Essays in Honor of M. Hashem Pesaran: Prediction and Macro Modeling, volume 43, pages 217-241, Emerald Group Publishing Limited.
  4. Raffaello Bronzini & Sauro Mocetti & Matteo Mongardini, 2020. "The economic effects of big events: Evidence from the great jubilee 2000 in Rome," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 801-822, September.
  5. Eberhardt, Markus, 2022. "Democracy, growth, heterogeneity, and robustness," European Economic Review, Elsevier, vol. 147(C).
  6. Julia Bluszcz & Marica Valente, 2022. "The Economic Costs of Hybrid Wars: The Case of Ukraine," Defence and Peace Economics, Taylor & Francis Journals, vol. 33(1), pages 1-25, January.
  7. 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.
  8. Luisa Gagliardi & Simona Iammarino & Andrés Rodríguez-Pose, 2021. "Exposure to OFDI and regional labour markets: evidence for routine and non-routine jobs in Great Britain [Who’s got the aces up his sleeve? Functional specialization of cities and entrepreneurship]," Journal of Economic Geography, Oxford University Press, vol. 21(5), pages 783-806.
  9. Chakraborty Avinandan & Doremus Jacqueline & Stith Sarah, 2021. "The effects of recreational cannabis access on labor markets: evidence from Colorado," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-86, January.
  10. Jie Jiang & Qihang Zhang & Yifan Hui, 2023. "The Impact of Market and Non-Market-Based Environmental Policy Instruments on Firms’ Sustainable Technological Innovation: Evidence from Chinese Firms," Sustainability, MDPI, vol. 15(5), pages 1-21, March.
  11. Arturas Juodis & Simon Reese, 2018. "The Incidental Parameters Problem in Testing for Remaining Cross-section Correlation," Papers 1810.03715, arXiv.org, revised Feb 2021.
  12. Bueno, Matheus & Valente, Marica, 2019. "The effects of pricing waste generation: A synthetic control approach," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 96, pages 274-285.
  13. Acel Jardón & Onno Kuik & Richard S.J. Tol, 2020. "Causal Effects of PetroCaribe on Sustainable Development: A Synthetic Control Analysis," Manchester School, University of Manchester, vol. 88(1), pages 156-210, January.
  14. Hugo Freeman & Martin Weidner, 2021. "Low-rank approximations of nonseparable panel models," The Econometrics Journal, Royal Economic Society, vol. 24(2), pages 40-77.
  15. Becker, Sascha O. & Heblich, Stephan & Sturm, Daniel M., 2021. "The impact of public employment: Evidence from Bonn," Journal of Urban Economics, Elsevier, vol. 122(C).
  16. Chirok Han, 2020. "Exact Trend Control in Estimating Treatment Effects Using Panel Data with Heterogenous Trends," Papers 2012.08988, arXiv.org.
  17. Ryan Rafaty & Geoffroy Dolphin & Felix Pretis, 2020. "Carbon pricing and the elasticity of CO2 emissions," Working Papers EPRG2035, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
  18. Marc K. Chan & Simon S. Kwok, 2022. "The PCDID Approach: Difference-in-Differences When Trends Are Potentially Unparallel and Stochastic," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1216-1233, June.
  19. Marcus Hagedorn & Iourii Manovskii & Kurt Mitman, 2015. "The Impact of Unemployment Benefit Extensions on Employment: The 2014 Employment Miracle?," NBER Working Papers 20884, National Bureau of Economic Research, Inc.
  20. Gagliardi, Luisa, 2019. "The impact of foreign technological innovation on domestic employment via the industry mix," Research Policy, Elsevier, vol. 48(6), pages 1523-1533.
  21. 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.
  22. Jushan Bai & Serena Ng, 2021. "Matrix Completion, Counterfactuals, and Factor Analysis of Missing Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1746-1763, October.
  23. Gregor Pfeifer & Fabian Wahl & Martyna Marczak, 2018. "Illuminating the World Cup effect: Night lights evidence from South Africa," Journal of Regional Science, Wiley Blackwell, vol. 58(5), pages 887-920, November.
  24. repec:fgv:eesptd:411 is not listed on IDEAS
  25. Leroutier, Marion, 2022. "Carbon pricing and power sector decarbonization: Evidence from the UK," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
  26. Barati Mehdi, 2019. "Punishment Severity and Crime: The Case of Arkansas," Review of Law & Economics, De Gruyter, vol. 15(1), pages 1-23, March.
  27. Fredriksson, Peter & Söderström, Martin, 2020. "The equilibrium impact of unemployment insurance on unemployment: Evidence from a non-linear policy rule," Journal of Public Economics, Elsevier, vol. 187(C).
  28. 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.
  29. Givord, Pauline & Quantin, Simon & Trevien, Corentin, 2018. "A long-term evaluation of the first generation of French urban enterprise zones," Journal of Urban Economics, Elsevier, vol. 105(C), pages 149-161.
  30. Augusto Cerqua & Guido Pellegrini, 2023. "I will survive! The impact of place-based policies when public transfers fade out," Regional Studies, Taylor & Francis Journals, vol. 57(8), pages 1605-1618, August.
  31. Eberhardt, Markus, 2019. "Democracy Does Cause Growth: Comment," CEPR Discussion Papers 13659, C.E.P.R. Discussion Papers.
  32. Shinya Fukui, 2020. "The effect of deregulation of the "Act concerning the Industry Restriction"," Discussion Papers 2002, Graduate School of Economics, Kobe University.
  33. Nicolás González-Pampillón & Jordi Jofre-Monseny & Elisabet Viladecans-Marsal, 2020. "Can urban renewal policies reverse neighborhood ethnic dynamics? [Urban renewal after the Berlin Wall: a place-based policy evaluation]," Journal of Economic Geography, Oxford University Press, vol. 20(2), pages 419-457.
  34. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2020. "Ensuring Stability, Accuracy and Meaningfulness in Synthetic Control Methods: The Regularized SHAP-Distance Method," IREA Working Papers 202005, University of Barcelona, Research Institute of Applied Economics, revised Apr 2020.
  35. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
  36. Susan Athey & Mohsen Bayati & Nikolay Doudchenko & Guido Imbens & Khashayar Khosravi, 2021. "Matrix Completion Methods for Causal Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1716-1730, October.
  37. Matteo Picchio, 2023. "Microchipped bags and waste sorting," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 25(1), pages 1-30, January.
  38. Timo Schenk, 2023. "Time-Weighted Difference-in-Differences: Accounting for Common Factors in Short T Panels," Tinbergen Institute Discussion Papers 23-004/III, Tinbergen Institute.
  39. Yana Petrova & Joakim Westerlund, 2020. "Fixed effects demeaning in the presence of interactive effects in treatment effects regressions and elsewhere," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 960-964, November.
  40. Abman, Ryan & Longbrake, Gabrial, 2023. "Resource development and governance declines: The case of the Chad–Cameroon petroleum pipeline," Energy Economics, Elsevier, vol. 117(C).
  41. Povilas Lastauskas & Julius Stakenas, 2018. "Openness And Structural Labor Market Reforms: Ex Ante Counterfactuals," Contemporary Economic Policy, Western Economic Association International, vol. 36(4), pages 723-757, October.
  42. Cheng, Tingting & Gao, Jiti & Yan, Yayi, 2019. "Regime switching panel data models with interactive fixed effects," Economics Letters, Elsevier, vol. 177(C), pages 47-51.
  43. Gobillon, Laurent & Wolff, François-Charles, 2020. "The local effects of an innovation: Evidence from the French fish market," Ecological Economics, Elsevier, vol. 171(C).
  44. 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.
  45. Joshua C. Hall & Josh Matti & Yang Zhou, 2020. "The economic impact of city–county consolidations: a synthetic control approach," Public Choice, Springer, vol. 184(1), pages 43-77, July.
  46. Pier Basaglia & Sophie M. Behr & Moritz A. Drupp, 2023. "De-Fueling Externalities: Causal Effects of Fuel Taxation and Mediating Mechanisms for Reducing Climate and Pollution Costs," CESifo Working Paper Series 10508, CESifo.
  47. Ramboer, Sander & Reynaerts, Jo, 2020. "Indecent proposals: Estimating the impact of regional state aid through EU guideline compliance," Regional Science and Urban Economics, Elsevier, vol. 82(C).
  48. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2018. "A $t$-test for synthetic controls," Papers 1812.10820, arXiv.org, revised Jan 2024.
  49. Taylor K. Odle, 2022. "Free to Spend? Institutional Autonomy and Expenditures on Executive Compensation, Faculty Salaries, and Research Activities," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 1-32, February.
  50. Falck, Oliver & Koenen, Johannes & Lohse, Tobias, 2019. "Evaluating a place-based innovation policy: Evidence from the innovative Regional Growth Cores Program in East Germany," Regional Science and Urban Economics, Elsevier, vol. 79(C).
  51. Matej Opatrny, 2021. "The impact of the Brexit vote on UK financial markets: a synthetic control method approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(2), pages 559-587, May.
  52. Ryan Abman & Hisham Foad, 2022. "Border Walls and Crime: Evidence From the Secure Fence Act," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 48(2), pages 167-197, April.
  53. Wanling Rudkin & Charlie X Cai, 2019. "Reaction Asymmetries to Social Responsibility Index Recomposition: A Matching Portfolio Approach," Papers 1911.12582, arXiv.org.
  54. Evan Totty, 2017. "The Effect Of Minimum Wages On Employment: A Factor Model Approach," Economic Inquiry, Western Economic Association International, vol. 55(4), pages 1712-1737, October.
  55. Rafaty, Ryan & Dolphin, Geoffroy & Pretis, Felix, 2021. "Carbon Pricing and the Elasticity of CO2 Emissions," RFF Working Paper Series 21-33, Resources for the Future.
  56. Rong J. B. Zhu, 2023. "Synthetic Regressing Control Method," Papers 2306.02584, arXiv.org, revised Oct 2023.
  57. Chan, Mark K. & Kwok, Simon, 2016. "Policy Evaluation with Interactive Fixed Effects," Working Papers 2016-11, University of Sydney, School of Economics.
  58. Ruofan Xu & Jiti Gao & Tatsushi Oka & Yoon-Jae Whang, 2022. "Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects," Papers 2208.03632, arXiv.org, revised Apr 2023.
  59. 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.
  60. Feng, Qu, 2020. "Common factors and common breaks in panels: An empirical investigation," Economics Letters, Elsevier, vol. 187(C).
  61. Isaksen, Elisabeth Thuestad, 2020. "Have international pollution protocols made a difference?," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
  62. Victor Chernozhukov & Kaspar Wuthrich & Yinchu Zhu, 2019. "Distributional conformal prediction," Papers 1909.07889, arXiv.org, revised Aug 2021.
  63. Kreitmeir, David & Raschky, Paul Anton, 2023. "The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban," SocArXiv v3cgs, Center for Open Science.
  64. Clément de Chaisemartin & Xavier D’Haultfœuille, 2023. "Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 1-30.
  65. Gagliardini, Patrick & Ossola, Elisa & Scaillet, Olivier, 2019. "A diagnostic criterion for approximate factor structure," Journal of Econometrics, Elsevier, vol. 212(2), pages 503-521.
  66. Shi, Wei & Lee, Lung-fei, 2018. "A spatial panel data model with time varying endogenous weights matrices and common factors," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 6-34.
  67. Wei Shi & Lung-fei Lee, 2018. "The effects of gun control on crimes: a spatial interactive fixed effects approach," Empirical Economics, Springer, vol. 55(1), pages 233-263, August.
  68. Guido Imbens & Nathan Kallus & Xiaojie Mao, 2021. "Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models," Papers 2108.03849, arXiv.org.
  69. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
  70. Batie, Cicely M. & Dennis, Elliott J. & Lubben, Bradley D., 2020. "Do state-level agricultural promotion programs increase agricultural output? The case of the Livestock Friendly County designation program in Nebraska," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304399, Agricultural and Applied Economics Association.
  71. Piracha, Matloob & Tani, Massimiliano & Tchuente, Guy, 2017. "Immigration Policy and Remittance Behaviour," GLO Discussion Paper Series 94, Global Labor Organization (GLO).
  72. Gao, Yanyan & Zang, Leizhen & Roth, Antoine & Wang, Puqu, 2017. "Does democracy cause innovation? An empirical test of the popper hypothesis," Research Policy, Elsevier, vol. 46(7), pages 1272-1283.
  73. Bruno Ferman, 2021. "On the Properties of the Synthetic Control Estimator with Many Periods and Many Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1764-1772, October.
  74. Marion Leroutier, 2021. "Carbon Pricing and Power Sector Decarbonisation: Evidence from the UK," Working Papers halshs-03265636, HAL.
  75. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1849-1864, October.
  76. Gabriel M Ahlfeldt, 2018. "Weights to Address Non-parallel Trends in Panel Difference-in-differences Models," CESifo Economic Studies, CESifo Group, vol. 64(2), pages 216-240.
  77. Mary, Sebastien J. & Stoler, Avraham & Shafiq, Sarah & Craven, Kyle, 2023. "Dams of Malaria," 2023 Annual Meeting, July 23-25, Washington D.C. 335448, Agricultural and Applied Economics Association.
  78. Callaway, Brantly & Karami, Sonia, 2023. "Treatment effects in interactive fixed effects models with a small number of time periods," Journal of Econometrics, Elsevier, vol. 233(1), pages 184-208.
  79. Bennato, Anna Rita & Davies, Stephen & Mariuzzo, Franco & Ormosi, Peter, 2021. "Mergers and innovation: Evidence from the hard disk drive market," International Journal of Industrial Organization, Elsevier, vol. 77(C).
  80. Rachel Cho & Rodolphe Desbordes & Markus Eberhardt, 2022. "The causal effects of the darker side of financial development," Discussion Papers 2022-04, University of Nottingham, GEP.
  81. 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.
  82. Anderson, Heather M. & Gao, Jiti & Turnip, Guido & Vahid, Farshid & Wei, Wei, 2023. "Estimating the effect of an EU-ETS type scheme in Australia using a synthetic treatment approach," Energy Economics, Elsevier, vol. 125(C).
  83. Ayala, Luis & Martín-Román, Javier & Navarro, Carolina, 2023. "Unemployment shocks and material deprivation in the European Union: A synthetic control approach," Economic Systems, Elsevier, vol. 47(1).
  84. Stephan Fretz & Raphaël Parchet & Frédéric Robert-Nicoud, 2022. "Highways, Market Access and Spatial Sorting," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1011-1036.
  85. Ferman, Bruno & Pinto, Cristine Campos de Xavier, 2016. "Revisiting the synthetic control estimator," Textos para discussão 421, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
  86. Jie Bai & Ludovica Gazze & Yukun Wang, 2019. "Collective Reputation in Trade: Evidence from the Chinese Dairy Industry," CID Working Papers 366, Center for International Development at Harvard University.
  87. Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
  88. Povilas Lastauskas & Julius Stakenas, 2019. "Does It Matter When Labor Market Reforms Are Implemented? The Role of the Monetary Policy Environment," Bank of Lithuania Working Paper Series 66, Bank of Lithuania.
  89. Jiangtao Duan & Wei Gao & Hao Qu & Hon Keung Tony, 2019. "Subspace Clustering for Panel Data with Interactive Effects," Papers 1909.09928, arXiv.org, revised Feb 2021.
  90. Dallas Dotter & Duncan Chaplin & Maria Bartlett, "undated". "Impacts of School Reforms in Washington, DC on Student Achievement," Mathematica Policy Research Reports 44e95d7566434a21b8d57f951, Mathematica Policy Research.
  91. Giovanni Mellace & Alessandra Pasquini, 2022. "Mediation Analysis Synthetic Control," Temi di discussione (Economic working papers) 1389, Bank of Italy, Economic Research and International Relations Area.
  92. Osikominu, Aderonke & Pfeifer, Gregor & Strohmaier, Kristina, 2021. "The Effects of Free Secondary School Track Choice: A Disaggregated Synthetic Control Approach," IZA Discussion Papers 14033, Institute of Labor Economics (IZA).
  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. Yuki Takara & Shingo Takagi, 2023. "An empirical approach to measure unobserved cultural relations using music trade data," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 47(2), pages 205-245, June.
  95. Jianqing Fan & Ricardo Masini & Marcelo C. Medeiros, 2022. "Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 117(538), pages 574-590, April.
  96. Gibbons, Stephen & Heblich, Stephan & Timmins, Christopher, 2021. "Market tremors: Shale gas exploration, earthquakes, and their impact on house prices," Journal of Urban Economics, Elsevier, vol. 122(C).
  97. Kaul, Ashok & Klößner, Stefan & Pfeifer, Gregor & Schieler, Manuel, 2015. "Synthetic Control Methods: Never Use All Pre-Intervention Outcomes Together With Covariates," MPRA Paper 83790, University Library of Munich, Germany.
  98. Nicholas Brown & Kyle Butts & Joakim Westerlund, 2023. "Simple Difference-in-Differences Estimation in Fixed-T Panels," Papers 2301.11358, arXiv.org, revised Jun 2023.
  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. Hyungsik Roger Moon & Martin Weidner, 2018. "Nuclear Norm Regularized Estimation of Panel Regression Models," Papers 1810.10987, arXiv.org, revised Jun 2023.
  101. Dong, Feng & Li, Yangfan & Li, Kun & Zhu, Jiao & Zheng, Lu, 2022. "Can smart city construction improve urban ecological total factor energy efficiency in China? Fresh evidence from generalized synthetic control method," Energy, Elsevier, vol. 241(C).
  102. Malo, Pekka & Eskelinen, Juha & Zhou, Xun & Kuosmanen, Timo, 2020. "Computing Synthetic Controls Using Bilevel Optimization," MPRA Paper 104085, University Library of Munich, Germany.
  103. Hervé Cardot & Antonio Musolesi, 2017. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0317, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Aug 2017.
  104. Giovanni Mellace & Alessandra Pasquini, 2019. "Identify More, Observe Less: Mediation Analysis Synthetic Control," CEIS Research Paper 474, Tor Vergata University, CEIS, revised 20 Nov 2019.
  105. Jie Bai & Ludovica Gazze & Yukun Wang, 2019. "Collective Reputation in Trade: Evidence from the Chinese Dairy Industry," NBER Working Papers 26283, National Bureau of Economic Research, Inc.
  106. Hou, Lei & Li, Kunpeng & Li, Qi & Ouyang, Min, 2021. "Revisiting the location of FDI in China: A panel data approach with heterogeneous shocks," Journal of Econometrics, Elsevier, vol. 221(2), pages 483-509.
  107. Nathan, Max, 2022. "Does light touch cluster policy work? Evaluating the tech city programme," Research Policy, Elsevier, vol. 51(9).
  108. Ehrich, Malte & Munasib, Abdul & Roy, Devesh, 2018. "The Hartz reforms and the German labor force," European Journal of Political Economy, Elsevier, vol. 55(C), pages 284-300.
  109. Wang,Dieter, 2021. "Natural Capital and Sovereign Bonds," Policy Research Working Paper Series 9606, The World Bank.
  110. Yinchu Zhu, 2019. "How well can we learn large factor models without assuming strong factors?," Papers 1910.10382, arXiv.org, revised Nov 2019.
  111. Hyungsik Roger Roger Moon & Martin Weidner, 2014. "Dynamic linear panel regression models with interactive fixed effects," CeMMAP working papers 47/14, Institute for Fiscal Studies.
  112. Hugo Freeman & Martin Weidner, 2021. "Linear panel regressions with two-way unobserved heterogeneity," CeMMAP working papers CWP39/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  113. Pantelis Samartsidis & Shaun R. Seaman & Silvia Montagna & André Charlett & Matthew Hickman & Daniela De Angelis, 2020. "A Bayesian multivariate factor analysis model for evaluating an intervention by using observational time series data on multiple outcomes," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1437-1459, October.
  114. Becker, Martin & Klößner, Stefan, 2018. "Fast and reliable computation of generalized synthetic controls," Econometrics and Statistics, Elsevier, vol. 5(C), pages 1-19.
  115. Emery Thomas J. & Kovac Mitja & Spruk Rok, 2023. "Estimating the Effects of Political Instability in Nascent Democracies," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(6), pages 599-642, December.
  116. Matteo Picchio, 2021. "Microchip bags and waste sorting," Working Papers 449, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  117. Xiong, Ruoxuan & Pelger, Markus, 2023. "Large dimensional latent factor modeling with missing observations and applications to causal inference," Journal of Econometrics, Elsevier, vol. 233(1), pages 271-301.
  118. Nadler, Carl & Allegretto, Sylvia & Godoey, Anna & Reich, Michael, 2019. "Are Local Minimum Wages Too High? Working Paper #102-19," Institute for Research on Labor and Employment, Working Paper Series qt7xt8716f, Institute of Industrial Relations, UC Berkeley.
  119. Brantly Callaway, 2022. "Difference-in-Differences for Policy Evaluation," Papers 2203.15646, arXiv.org.
  120. Jianqing Fan & Ricardo Masini & Marcelo C. Medeiros, 2021. "Bridging factor and sparse models," Papers 2102.11341, arXiv.org, revised Sep 2022.
  121. Moon, Hyungsik Roger & Weidner, Martin, 2017. "Dynamic Linear Panel Regression Models With Interactive Fixed Effects," Econometric Theory, Cambridge University Press, vol. 33(1), pages 158-195, February.
  122. Stefano, Roberta di & Mellace, Giovanni, 2020. "The inclusive synthetic control method," Discussion Papers on Economics 14/2020, University of Southern Denmark, Department of Economics.
  123. Ricardo D. Brito & Robison F. Kudamatsu & Vladimir K. Teles, 2021. "Inflation Targeting Mattered: a multivariate synthetic control approach," Working Papers, Department of Economics 2021_26, University of São Paulo (FEA-USP).
  124. Li, Xiao & Qiao, Yuanbo & Shi, Lei, 2019. "Has China's war on pollution slowed the growth of its manufacturing and by how much? Evidence from the Clean Air Action," China Economic Review, Elsevier, vol. 53(C), pages 271-289.
  125. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
  126. Cronert, Axel, 2019. "Is regulatory compliance by employers possible without enforcement? Evidence from the Swedish labor market," Working Paper Series 2019:23, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  127. Zhengge Tu & Jiayang Kong & Renjun Shen, 2022. "Smart City Projects Boost Urban Energy Efficiency in China," Sustainability, MDPI, vol. 14(3), pages 1-16, February.
  128. Crescenzi, Riccardo & Di Cataldo, Marco & Giua, Mara, 2021. "FDI inflows in Europe: Does investment promotion work?," Journal of International Economics, Elsevier, vol. 132(C).
  129. Mr. Alberto Behar & Ramin Hassan, 2022. "The Current Account Income Balance: External Adjustment Channel or Vulnerability Amplifier?," IMF Working Papers 2022/106, International Monetary Fund.
  130. Irene Botosaru & Bruno Ferman, 2019. "On the role of covariates in the synthetic control method," The Econometrics Journal, Royal Economic Society, vol. 22(2), pages 117-130.
  131. Lépine, A. & Lagarde, M. & Le Nestour, A., 2015. "Free primary care in Zambia: an impact evaluation using a pooled synthetic control method," Health, Econometrics and Data Group (HEDG) Working Papers 15/20, HEDG, c/o Department of Economics, University of York.
  132. Boese-Schlosser, Vanessa A. & Eberhardt, Markus, 2023. "How Does Democracy Cause Growth?," Discussion Papers, Research Unit: Transformations of Democracy SP V 2023-501, WZB Berlin Social Science Center.
  133. Adam Scavette, 2023. "The Impact of New Jersey's Urban Enterprise Zones on Local Employment: A Synthetic Control Approach," Economic Development Quarterly, , vol. 37(2), pages 127-142, May.
  134. Mellace, Giovanni & Pasquini, Alessandra, 2019. "Identify More, Observe Less: Mediation Analysis: Mediation Analysis Synthetic Control," Discussion Papers on Economics 12/2019, University of Southern Denmark, Department of Economics.
  135. Stefan Klößner & Ashok Kaul & Gregor Pfeifer & Manuel Schieler, 2018. "Comparative politics and the synthetic control method revisited: a note on Abadie et al. (2015)," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-11, December.
  136. Klößner, Stefan & Pfeifer, Gregor, 2015. "Synthesizing Cash for Clunkers: Stabilizing the Car Market, Hurting the Environment," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113207, Verein für Socialpolitik / German Economic Association.
  137. Kuosmanen, Timo & Zhou, Xun & Eskelinen, Juha & Malo, Pekka, 2021. "Design Flaw of the Synthetic Control Method," MPRA Paper 106328, University Library of Munich, Germany.
  138. Tomasz Serwach, 2023. "The European Union and within‐country income inequalities. The case of the new member states," The World Economy, Wiley Blackwell, vol. 46(7), pages 1890-1939, July.
  139. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2021. "Decoupling synthetic control methods to ensure stability, accuracy and meaningfulness," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(4), pages 549-584, December.
  140. Brantly Callaway & Emmanuel Selorm Tsyawo, 2023. "Treatment Effects in Staggered Adoption Designs with Non-Parallel Trends," Papers 2308.02899, arXiv.org.
  141. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
  142. Cruz A. Echevarría & Javier García-Enríquez, 2020. "The economic cost of the Arab Spring: the case of the Egyptian revolution," Empirical Economics, Springer, vol. 59(3), pages 1453-1477, September.
  143. Emery, Thomas & Mélon, Lela & Spruk, Rok, 2023. "Does e-procurement matter for economic growth? Subnational evidence from Australia," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 318-334.
  144. Barone, Guglielmo & Mocetti, Sauro, 2014. "Natural disasters, growth and institutions: A tale of two earthquakes," Journal of Urban Economics, Elsevier, vol. 84(C), pages 52-66.
  145. Zhang, Yue-Jun & Cheng, Hao-Sen, 2021. "The impact mechanism of the ETS on CO2 emissions from the service sector: Evidence from Beijing and Shanghai," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  146. Meng Tian & Tongping Li & Shuwang Yang & Yiwei Wang & Shuke Fu, 2019. "The Impact of High-Speed Rail on the Service-Sector Agglomeration in China," Sustainability, MDPI, vol. 11(7), pages 1-19, April.
  147. Marion Leroutier, 2021. "Carbon Pricing and Power Sector Decarbonisation: Evidence from the UK," CIRED Working Papers halshs-03265636, HAL.
  148. Lüth, Hendrik, 2021. "Reassessing Car Scrappage Schemes in Selected OECD Countries: A Synthetic Control Method Application," Working Paper 190/2021, Helmut Schmidt University, Hamburg.
  149. Bai, Jushan & Li, Kunpeng, 2021. "Dynamic spatial panel data models with common shocks," Journal of Econometrics, Elsevier, vol. 224(1), pages 134-160.
  150. Guido W. Imbens & Davide Viviano, 2023. "Identification and Inference for Synthetic Controls with Confounding," Papers 2312.00955, arXiv.org.
  151. Rok Spruk & Mitja Kovac, 2020. "Does a ban on trans fats improve public health: synthetic control evidence from Denmark," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-32, December.
  152. Yang Pan & Liangfei Qiu, 2022. "How Ride‐Sharing Is Shaping Public Transit System: A Counterfactual Estimator Approach," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 906-927, March.
  153. Victor Chernozhukov & Kaspar Wüthrich & Yinchu Zhu, 2019. "Inference on average treatment effects in aggregate panel data settings," CeMMAP working papers CWP32/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  154. Andrew Hanson, 2021. "Taxes and Economic Development: An Update on the State of the Economics Literature," Economic Development Quarterly, , vol. 35(3), pages 232-253, August.
  155. Harouna Sedgo & Luc Désiré Omgba, 2023. "Corruption and distortion of public expenditures: evidence from Africa," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(2), pages 419-452, April.
  156. Ekaterina Jardim & Mark C. Long & Robert Plotnick & Emma van Inwegen & Jacob Vigdor & Hilary Wething, 2017. "Minimum Wage Increases, Wages, and Low-Wage Employment: Evidence from Seattle," NBER Working Papers 23532, National Bureau of Economic Research, Inc.
  157. Pier Basaglia & Sophie Behr & Moritz A. Drupp, 2023. "De-Fueling Externalities: How Tax Salience and Fuel Substitution Mediate Climate and Health Benefits," Discussion Papers of DIW Berlin 2041, DIW Berlin, German Institute for Economic Research.
  158. Stefan Seifert & Marica Valente, 2018. "An Offer that you Can't Refuse? Agrimafias and Migrant Labor on Vineyards in Southern Italy," Discussion Papers of DIW Berlin 1735, DIW Berlin, German Institute for Economic Research.
  159. Kevin Luo & Tomoko Kinugasa, 2018. "Do natural disasters influence long-term saving?: Assessing the impact of the 2008 Sichuan earthquake on household saving rates using synthetic control," Discussion Papers 1804, Graduate School of Economics, Kobe University.
  160. Vivek F. Farias & Andrew A. Li & Tianyi Peng, 2021. "Learning Treatment Effects in Panels with General Intervention Patterns," Papers 2106.02780, arXiv.org, revised Mar 2023.
  161. Hyungsik Roger Roger Moon & Martin Weidner, 2013. "Dynamic linear panel regression models with interactive fixed effects," CeMMAP working papers 63/13, Institute for Fiscal Studies.
  162. Julia Bluszcz & Marica Valente, 2019. "The War in Europe: Economic Costs of the Ukrainian Conflict," Discussion Papers of DIW Berlin 1804, DIW Berlin, German Institute for Economic Research.
  163. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
  164. Cengiz, Doruk & Tekgüç, Hasan, 2022. "Counterfactual Reconciliation: Incorporating Aggregation Constraints For More Accurate Causal Effect Estimates," MPRA Paper 114478, University Library of Munich, Germany.
  165. Jinyong Hahn & Ruoyao Shi, 2017. "Synthetic Control and Inference," Econometrics, MDPI, vol. 5(4), pages 1-12, November.
  166. Hugo Freeman & Martin Weidner, 2021. "Linear Panel Regressions with Two-Way Unobserved Heterogeneity," Papers 2109.11911, arXiv.org, revised Aug 2022.
  167. 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.
  168. Iv'an Fern'andez-Val & Hugo Freeman & Martin Weidner, 2020. "Low-Rank Approximations of Nonseparable Panel Models," Papers 2010.12439, arXiv.org, revised Mar 2021.
  169. David Powell, 2016. "Synthetic Control Estimation Beyond Case Studies Does the Minimum Wage Reduce Employment?," Working Papers WR-1142, RAND Corporation.
  170. Taylor K. Odle & Jennifer A. Delaney, 2022. "You are Admitted! Early Evidence on Enrollment from Idaho’s Direct Admissions System," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(6), pages 899-932, September.
  171. Barati, Mehdi & Adams, Scott, 2019. "Enhanced penalties for carrying firearms illegally and their effects on crime," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 207-219.
  172. Michał Marcin Kobierecki & Michał Pierzgalski, 2022. "Sports Mega-Events and Economic Growth: A Synthetic Control Approach," Journal of Sports Economics, , vol. 23(5), pages 567-597, June.
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