References Abadie, A., D. Drukker, J.L. Herr, and G. Imbens. 2004. “Implementing Matching Estimators for Average Treatment effects in Stata”. The Stata Journal 4(3): 290-311. Abadie, A., and G. Imbens. 2006. “Large Sample Properties of Matching Estimators for Average Treatment Effects”. Econometrica 74(1): 235-267. Abadie, A., and G. Imbens. 2008. “On the Failure of the Bootstrap for Matching Estimators”. Econometrica 76(6): 1537–1557. Agüero, J., M. Carter, and I. Woolard. 2007. “The impact of unconditional cash transfers on nutrition: the South African Child Support Grant”. Working Papers 39, International Policy Centre for Inclusive Growth. Almus, M., and D. Czarnitzki. 2003. “The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany”. Journal of Business & Economic Statistics 21(2): 226-236. Becker, S., and A. Ichino. 2002. “Estimation of Average Treatment Effects Based on Propensity Score”. The Stata Journal 2(4): 358-377. Black, D., and J. Smith. 2004. “How Robust is the Evidence on the Effects of the College Quality? Evidence from Matching”. Journal of Econometrics 121(1): 99-124. Caliendo, M., and S. Kopeinig. 2005. “Some Practical Guidance for the Implementation of Propensity-score matching”. Iza Discussion Paper 1588. Institute for the Study of Labor (IZA). Dehejia, R., and S. Wahba. 2002. “Propensity-score matching Methods for Nonexperimental Causal Studies”. The Review of Economic and Statistics 84(1): 151-161. Flores-Lagunes, A., A. Gonzalez, and T. Neumann. 2007. “Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps”. IZA Discussion Papers 2846, Institute for the Study of Labor (IZA). Galiani, S., P. Gertler. and E. Schargrodsky. 2005. “Water for Life: The Impact of the Privatization of Water Services on Child Mortality”. Journal of Political Economy 113(1): 83-120. Heckman, J., H. Ichimura, and P. Todd. 1998. “Matching as an Econometric Evaluation Estimator”. The Review of Economic Studies 65(2): 261-294. 45
a primer for applying propensity-score matching
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