Abadie, A. (2021). Using synthetic controls: Feasibility, data requirements, and methodological aspects. Journal of Economic Literature, 59(2), 391–425.
Abadie, A., & Gardeazabal, J. (2003). The economic costs of conflict: A case study of the Basque Country. American Economic Review, 93(1), 113–132.
- Abadie, A., & Imbens, G. W. (2011). Bias‐corrected matching estimators for average treatment effects. Journal of Business & Economic Statistics, 29(1), 1–11.
Paper not yet in RePEc: Add citation now
Abadie, A., & L'Hour, J. (2021). A penalized synthetic control estimator for disaggregated data. Journal of the American Statistical Association, 116(536), 1817–1834.
Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for comparative case studies: Estimating the effect of California's tobacco control program. Journal of the American Statistical Association, 105(490), 493–505.
Abadie, A., Diamond, A., & Hainmueller, J. (2015). Comparative politics and the Synthetic Control Method. American Journal of Political Science, 59(2), 495–510.
- Absher, S., Grier, K., & Grier, R. (2020). The economic consequences of durable left‐populist regimes in Latin America. Journal of Economic Behavior & Organization, 177, 787–817.
Paper not yet in RePEc: Add citation now
Acemoglu, D., Johnson, S., Kermani, A., Kwak, J., & Mitton, T. (2016). The value of connections in turbulent times: Evidence from the United States. Journal of Financial Economics, 121(2), 368–391.
Adhikari, B., & Alm, J. (2016). Evaluating the economic effects of flat tax reforms using Synthetic Control Methods. Southern Economic Journal, 83(2), 437–463.
- Amjad, M., Shah, D., & Shen, D. (2018). Robust synthetic control. The Journal of Machine Learning Research, 19(1), 802–852.
Paper not yet in RePEc: Add citation now
Ando, M. (2015). Dreams of urbanization: Quantitative case studies on the local impacts of nuclear power facilities using the Synthetic Control Method. Journal of Urban Economics, 85, 68–85.
- Andrews, D. W. (2003). End‐of‐sample instability tests. Econometrica, 71(6), 1661–1694.
Paper not yet in RePEc: Add citation now
Arkhangelsky, D., Athey, S., Hirshberg, D. A., Imbens, G. W., & Wager, S. (2021). Synthetic difference‐in‐differences. American Economic Review, 111(12), 4088–4118.
- Arnold, T., & Stadelmann‐Steffen, I. (2017). How federalism influences welfare spending: Belgium federalism reform through the perspective of the synthetic control method. European Journal of Political Research, 56(3), 680–702.
Paper not yet in RePEc: Add citation now
Ashraf, Q., & Galor, O. (2013). The 'Out of Africa' hypothesis, human genetic diversity, and comparative economic development. American Economic Review, 103(1), 1–46.
Athey, S., & Imbens, G. W. (2006). Identification and inference in nonlinear difference‐in‐differences models. Econometrica, 74(2), 431–497.
Athey, S., & Imbens, G. W. (2017). The state of applied econometrics: Causality and policy evaluation. Journal of Economic Perspectives, 31(2), 3–32.
Athey, S., Bayati, M., Doudchenko, N., Imbens, G., & Khosravi, K. (2021). Matrix completion methods for causal panel data models. Journal of the American Statistical Association, 116(536), 1716–1730.
Barone, G., & Mocetti, S. (2014). Natural disasters, growth and institutions: A tale of two earthquakes. Journal of Urban Economics, 84, 52–66.
Bauhoff, S. (2014). The effect of school district nutrition policies on dietary intake and overweight: A synthetic control approach. Economics & Human Biology, 12, 45–55.
Becker, M., & Klößner, S. (2017). Estimating the economic costs of organized crime by synthetic control methods. Journal of Applied Econometrics, 32(7), 1367–1369.
Becker, M., & Klößner, S. (2018). Fast and reliable computation of generalized synthetic controls. Econometrics and Statistics, 5, 1–19.
Ben‐Michael, E., Feller, A., & Rothstein, J. (2021). The augmented synthetic control method. Journal of the American Statistical Association, 116(536), 1789–1803.
Bertrand, M., Duflo, E., & Mullainathan, S. (2004). How much should we trust differences‐in‐differences estimates? The Quarterly Journal of Economics, 119(1), 249–275.
Bilgel, F., & Karahasan, B. C. (2019). Thirty years of conflict and economic growth in Turkey: A synthetic control approach. Defence and Peace Economics, 30(5), 609–631.
Billmeier, A., & Nannicini, T. (2009). Trade openness and growth: Pursuing empirical glasnost. IMF Staff Papers, 56(3), 447–475.
Billmeier, A., & Nannicini, T. (2013). Assessing economic liberalization episodes: A synthetic control approach. Review of Economics and Statistics, 95(3), 983–1001.
Bohn, S., Lofstrom, M., & Raphael, S. (2014). Did the 2007 Legal Arizona Workers Act reduce the state's unauthorized immigrant population? Review of Economics and Statistics, 96(2), 258–269.
- Bologna Pavlik, J., & Geloso, V. (2018). The Cuban revolution and infant mortality: A synthetic control approach [Working Paper No. 3201194]. Social Science Research Network.
Paper not yet in RePEc: Add citation now
Boschini, A. D., Pettersson, J., & Roine, J. (2007). Resource curse or not: A question of appropriability. Scandinavian Journal of Economics, 109(3), 593–617.
Botosaru, I., & Ferman, B. (2019). On the role of covariates in the synthetic control method. The Econometrics Journal, 22(2), 117–130.
Bove, V., Elia, L., & Smith, R. P. (2017). On the heterogeneous consequences of civil war. Oxford Economic Papers, 69(3), 550–568.
- Brecke, P. (2001). Long‐term patterns of violent conflict. In Proceedings of the Uppsala Conflict Data Conference.
Paper not yet in RePEc: Add citation now
Brunnschweiler, C. N. (2008). Cursing the blessings? Natural resource abundance, institutions, and economic growth. World Development, 36(3), 399–419.
Busse, M., & Gröning, S. (2013). The resource curse revisited: Governance and natural resources. Public Choice, 154(1–2), 1–20.
- Calderon, G. (2014). The effects of child care provision in Mexico [Working Paper No. 2014‐07]. Banco de Mexico.
Paper not yet in RePEc: Add citation now
Campos, N. F., Coricelli, F., & Moretti, L. (2019). Institutional integration and economic growth in Europe. Journal of Monetary Economics, 103, 88–104.
Cao, J. & Dowd, C. (2019). Estimation and inference for synthetic control methods with spillover effects. arXiv preprint No. 1902.07343, arXiv.
- Carrasco, V., De Mello, J. M. P., & Duarte, I. (2014). A decáda perdida: 2003–2013. Texto para Discussão. Departamento de Economia, Pontifíca Universidade Católica.
Paper not yet in RePEc: Add citation now
Castillo, V., Garone, L. F., Maffioli, A., & Salazar, L. (2017). The causal effects of regional industrial policies on employment: A synthetic control approach. Regional Science and Urban Economics, 67, 25–41.
Cattaneo, M. D., Feng, Y., & Titiunik, R. (2021). Prediction intervals for synthetic control methods. Journal of the American Statistical Association, 116(536), 1865–1880.
Cavallo, E., Galiani, S., Noy, I., & Pantano, J. (2013). Catastrophic natural disasters and economic growth. Review of Economics and Statistics, 95(5), 1549–1561.
Cerulli, G. (2019). A flexible Synthetic Control Method for modeling policy evaluation. Economics Letters, 182, 40–44.
Coffman, M., & Noy, I. (2012). Hurricane Iniki: Measuring the long‐term economic impact of a natural disaster using synthetic control. Environment and Development Economics, 17(2), 187–205.
- De Souza, F. F. A. (2014). Tax evasion and inflation: Evidence from the nota fiscal paulista program. [Master thesis, Pontifícia Universidade Católica].
Paper not yet in RePEc: Add citation now
Di Stefano, R., & Mellace, G. (2020). The inclusive synthetic control method [Discussion Paper on Business and Economics No. 14]. University of Southern Denmark.
- Donohue, J. J., Aneja, A., & Weber, K. D. (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, 16(2), 198–247.
Paper not yet in RePEc: Add citation now
- Doudchenko, N., & Imbens, G. W. (2016). Balancing, regression, difference‐in‐differences and Synthetic Control Methods: A synthesis [Working Paper No. 22791]. National Bureau of Economic Research.
Paper not yet in RePEc: Add citation now
Dube, A., & Zipperer, B. (2015). Pooling multiple case studies using synthetic controls: An application to minimum wage policies [Discussion Paper No. 8944]. Institute for the Study of Labor.
Easterly, W., & Levine, R. (2016). The European origins of economic development. Journal of Economic Growth, 21(3), 225–257.
- Echevarría, C. A., & García‐Enríquez, J. (2019). The economic consequences of the Libyan Spring: A synthetic control analysis. Defence and Peace Economics, 30(5), 592–608.
Paper not yet in RePEc: Add citation now
- Echevarría, C. A., & García‐Enríquez, J. (2020). The economic cost of the Arab Spring: The case of the Egyptian revolution. Empirical Economics, 59(3), 1453–1473.
Paper not yet in RePEc: Add citation now
- Emery, T., & Spruk, R. (2020). Long‐term economic consequences of factious tensions: Evidence from Lebanon [Working Paper No. 3538578]. Social Science Research Network.
Paper not yet in RePEc: Add citation now
Ferman, B. (2021a). On the properties of synthetic control estimator with many periods and many controls. Journal of American Statistical Association, 116(536), 1764–1772.+.
- Ferman, B. (2021b). On the properties of the synthetic control estimator with many periods and many controls. Journal of the American Statistical Association, 116(536), 1764–1772.
Paper not yet in RePEc: Add citation now
- Ferman, B., & Pinto, C. (2017). Placebo tests for synthetic controls [Working Paper No. 78079]. Munich Personal Repec Archive.
Paper not yet in RePEc: Add citation now
Ferman, B., & Pinto, C. (2021). Synthetic controls with imperfect fit. Quantitative Economics, 12(4), 1197–1221.
- Ferman, B., Pinto, C., & Possebom, V. (2018). Cherry picking with synthetic controls [Working Paper No. 85138]. Munich Personal Repec Archive.
Paper not yet in RePEc: Add citation now
Ferman, B., Pinto, C., & Possebom, V. (2020). Cherry picking with synthetic controls. Journal of Policy Analysis and Management, 39(2), 510–532.
Firpo, S., & Possebom, V. (2018). Synthetic Control Method: Inference, sensitivity analysis and confidence sets. Journal of Causal Inference, 6(2), 1–26.
Galiani, S., & Quistorff, B. (2017). The synth_runner package: Utilities to automate synthetic control estimation using synth. The Stata Journal, 17(4), 834–849.
- Garcia Ribeiro, F., Stein, G., & Kang, T. (2013). The Cuban experiment: Measuring the role of the 1959 revolution on economic performance using synthetic control. In Proceedings of the 47th Annual Conference of the CEA. HEC.
Paper not yet in RePEc: Add citation now
Garcia‐Lembergman, E., Rossi, M. A., & Stucchi, R. (2018). The impact of export restrictions on production: A synthetic control approach. Economía, 18(2), 147–173.
- Garoupa, N., & Spruk, R. (2018). Lone wolves, sleeping elephants or predator hawks? Institutional shocks and counterfactual long‐run development paths [Working Paper No. 3181899]. Social Science Research Network.
Paper not yet in RePEc: Add citation now
- Garoupa, N., & Spruk, R. (2019). Using Synthetic Control Method to estimate the long‐run effects of institutional change. Seminar presentation. University of Southern Denmark, May 14.
Paper not yet in RePEc: Add citation now
- Garoupa, N., & Spruk, R. (2020). Does European Union matter for long‐run growth and evelopment? An exploratory analysis based on synthetic controls [Working Paper No. 3568134]. Social Science Research Network.
Paper not yet in RePEc: Add citation now
- Gathani, S., Santini, M., & Stoelinga, D. (2013). Innovative techniques to evaluate the impacts of private sector developments reforms: An application to Rwanda and 11 other countries. Presented at: In Proceedings of the MPSA Annual Conference, April 11–13.
Paper not yet in RePEc: Add citation now
Gharehgozli, O. (2017). An estimation of the economic cost of recent sanctions on Iran using the synthetic control method. Economics Letters, 157, 141–144.
Gobillon, L., & Magnac, T. (2016). Regional policy evaluation: Interactive fixed effects and synthetic controls. Review of Economics and Statistics, 98(3), 535–551.
Gobillon, L., Magnac, T., & Selod, H. (2012). Do unemployed workers benefit from enterprise zones? The French experience. Journal of Public Economics, 96(9–10), 881–892.
Grier, K., & Maynard, N. (2016). The economic consequences of Hugo Chavez: A synthetic control analysis. Journal of Economic Behavior & Organization, 125, 1–21.
Hahn, J., & Shi, R. (2017). Synthetic control and inference. Econometrics, 5(4), 1–12.
Hartwell, C. A., Horvath, R., Horvathova, E., & Popova, O. (2019). Democratic institutions, natural resources, and income inequality. Comparative Economic Studies, 61(4), 531–550.
- Hartwell, C. A., Horvath, R., Horvathova, E., & Popova, O. (2021). Natural resources and income inequality in developed countries: Synthetic control method evidence. Empirical Economics, 62(2), 297–338.
Paper not yet in RePEc: Add citation now
Heckman, J. J., & Hotz, V. J. (1989). Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training. Journal of the American Statistical Association, 84(408), 862–874.
Hosny, A. S. (2012). Algeria's trade with GAFTA countries: A synthetic control approach. Transition Studies Review, 19(1), 35–42.
Hsiao, C., Steve Ching, H., & Ki Wan, S. (2012). A panel data approach for program evaluation: Measuring the benefits of political and economic integration of Hong Kong with mainland China. Journal of Applied Econometrics, 27(5), 705–740.
Imbens, G. W., & Wooldridge, J. M. (2009). Recent developments in the econometrics of program evaluation. Journal of Economic literature, 47(1), 5–86.
Jales, H., Kang, T. H., Stein, G., & Garcia Ribeiro, F. (2018). Measuring the role of the 1959 revolution on Cuba's economic performance. The World Economy, 41(8), 2243–2274.
- Kaul, A., Klößner, S., Pfeifer, G., & Schieler, M. (2021). Standard Synthetic Control Methods: The case of using all pre‐intervention outcomes together with covariates. Journal of Business & Economic Statistics. Forthcoming.
Paper not yet in RePEc: Add citation now
Kirkpatrick, A. J., & Bennear, L. S. (2014). Promoting clean energy investment: An empirical analysis of property assessed clean energy. Journal of Environmental Economics and Management, 68(2), 357–375.
Klößner, S., Kaul, A., Pfeifer, G., & Schieler, M. (2018). Comparative politics and the Synthetic Control Method revisited: A note on Abadie et al.(2015). Swiss Journal of Sconomics and Statistics, 154(1), 1–11.
Kreif, N., Grieve, R., Hangartner, D., Turner, A. J., Nikolova, S., & Sutton, M. (2016). Examination of the Synthetic Control Method for evaluating health policies with multiple treated units. Health Economics, 25(12), 1514–1528.
La Porta, R., Lopez‐de‐Silanes, F., & Shleifer, A. (2008). The economic consequences of legal origins. Journal of Economic Literature, 46(2), 285–332.
- Li, F., Thomas, L. E., & Li, F. (2019). Addressing extreme propensity scores via the overlap weights. American Journal of Epidemiology, 188(1), 250–257.
Paper not yet in RePEc: Add citation now
Li, J., Sangal, S., & Shao, L. (2021). Assessing economic impact of sovereignty transfer over Hong Kong: A synthetic control approach. Applied Economics, 53(30), 3499–3514.
Li, K. T. (2020). Statistical inference for average treatment effects estimated by synthetic control methods. Journal of the American Statistical Association, 115(532), 2068–2083.
- Maddison, A. (2007). The world economy. Volume 1: A millennial perspective. Volume 2: Historical statistics. Organization for Economic Cooperation and Development.
Paper not yet in RePEc: Add citation now
Madsen, J. B., Raschky, P. A., & Skali, A. (2015). Does democracy drive income in the world, 1500–2000?. European Economic Review, 78, 175–195.
- Maseland, R., & Spruk, R. (2020). American exceptionalism and the benefits of statehood: An analysis of the growth effects of joining the United States of America [Working Paper No. 3526844]. Social Science Research Network.
Paper not yet in RePEc: Add citation now
Masini, R., & Medeiros, M. C. (2021). Counterfactual analysis with artificial controls: Inference, high dimensions and nonstationarity. Journal of the American Statistical Association, 116(536), 1773–1788.
- McClelland, R., & Gault, S. (2017). The Synthetic Control Method as a tool to understand state policy (Research Report). Urban Institute.
Paper not yet in RePEc: Add citation now
- Melcarne, A., & Spruk, R. (2019). In vincit qui se vincit: Institutional dependence and regional economic divergence in postwar Italy. In New Frontiers in Law and Economics, Ringvorlesung. Bucerius Law School. June 11.
Paper not yet in RePEc: Add citation now
Montalvo, J. G. (2011). Voting after the bombings: A natural experiment on the effect of terrorist attacks on democratic elections. Review of Economics and Statistics, 93(4), 1146–1154.
Muralidharan, K., & Prakash, N. (2017). Cycling to school: Increasing secondary school enrollment for girls in India. American Economic Journal: Applied Economics, 9(3), 321–350.
Nunn, N., & Puga, D. (2012). Ruggedness: The blessing of bad geography in Africa. Review of Economics and Statistics, 94(1), 20–36.
Papyrakis, E., & Gerlagh, R. (2004). The resource curse hypothesis and its transmission channels. Journal of Comparative Economics, 32(1), 181–193.
Pinotti, P. (2015). The economic costs of organised crime: Evidence from Southern Italy. The Economic Journal, 125(586), F203–F232.
Possebom, V. (2017). Free trade zone of Manaus: An impact evaluation using the Synthetic Control Method. Revista Brasileira de Economia, 71(2), 217–231.
Robinson, J. A., Torvik, R., & Verdier, T. (2006). Political foundations of the resource curse. Journal of Development Economics, 79(2), 447–468.
- Rydberg, J., McGarrell, E. F., Norris, A., & Circo, G. (2018). A quasi‐experimental synthetic control evaluation of a place‐based police‐directed patrol intervention on violent crime. Journal of Experimental Criminology, 14(1), 83–109.
Paper not yet in RePEc: Add citation now
Sachs, J. D., & Warner, A. (1995). Natural resource abundance and economic growth [Working Paper No. 5398]. National Bureau of Economic Research.
- Saunders, J., Lundberg, R., Braga, A. A., Ridgeway, G., & Miles, J. (2015). A synthetic control approach to evaluating place‐based crime interventions. Journal of Quantitative Criminology, 31(3), 413–434.
Paper not yet in RePEc: Add citation now
Smith, B. (2015). The resource curse exorcised: Evidence from a panel of countries. Journal of Development Economics, 116, 57–73.
Spruk, R. (2019). The rise and fall of Argentina. Latin American Economic Review, 28, 1–40.
- Spruk, R., & Keseljevic, A. (2020). Long‐term effects of Yugoslav war. Mimeo.
Paper not yet in RePEc: Add citation now
- Vanderbei, R. J. (1999). LOQO: An interior point code for quadratic programming. Optimization Methods and Software, 11(1–4), 451–484.
Paper not yet in RePEc: Add citation now
Wang, Y., & Zubizarreta, J. R. (2020). Minimal dispersion approximately balancing weights: Asymptotic properties and practical considerations. Biometrika, 107(1), 93–105.
Xu, Y. (2017). Generalized synthetic control method: Causal inference with interactive fixed effects models. Political Analysis, 25(1), 57–76.
Yu, J., & Wang, C. (2013). Political risk and economic development: A case study of China. Economic Research, 26(2), 35–50.
Zivot, E., & Andrews, D. W. K. (2002). Further evidence on the great crash, the oil‐price shock, and the unit‐root hypothesis. Journal of Business & Economic Statistics, 20(1), 25–44.