Evaluating the Effectiveness of an Institutional Training Program in Slovenia: A Comparison of Methods

Ackum, S. (1991), "Youth Unemployment, Labour Market Programs and Subsequent Earnings." Scandinavian Journal of Economics, 93, (4), pp. 531-543.10.2307/3440227Search in Google Scholar

Amemiya, T. (1985), Advanced Econometrics. Cambridge, MA: Harvard University Press.Search in Google Scholar

Angrist, J., Krueger, A. B. (1999), "Empirical Strategies in Labor Economics," in Ashenfelter, O., Card, D., ed., Handbook of Labor Economics. Amsterdam: North Holland, pp. 1277-1366.10.1016/S1573-4463(99)03004-7Search in Google Scholar

Ashenfelter, O. (1978), "Estimating the Effect of Training Programs on Earnings." Review of Economics and Statistics, 6, (1), pp. 47-57.10.2307/1924332Search in Google Scholar

Baltagi, B. (1995), Econometric Analysis of Panel Data. New York: Wiley.Search in Google Scholar

Barnow, B., Cain, G., Goldberger, A. (1980), "Issues in the Analysis of Selectivity Bias," in Stromsdorfer, E., Farkas, G., ed., Evaluation Studies Vol. 5. Beverly Hills, CA: Sage Publications, pp. 1324-1355.Search in Google Scholar

Barron, J., Berger, M., Black, D. (1997), "How Well Do We Measure Training?" Journal of Labour Economics, 15, (3), pp. 507-528.10.1086/209870Search in Google Scholar

Becker, S. O., Ichino, A. (2002), "Estimation of Average Treatment Effects Based on Propensity Scores." The Stata Journal, 2, (4), pp. 358-377.10.1177/1536867X0200200403Search in Google Scholar

Briggs, D. C. (2004), "Causal Inference and the Heckman Model." Journal of Education and Behavioral Statistics, 29, pp. 397-420.10.3102/10769986029004397Search in Google Scholar

Caliendo, M., Hujer, R. (2006), "The Microeconometric Estimation of Treatment Effects. An Overview." Allgemeines Statistisches Archiv, 90, pp. 197-212.10.1007/s10182-006-0230-4Search in Google Scholar

Cameron, A. C., Trivedi, P. K. (2005), Microeconometrics: Methods and Applications. Cambridge: Cambridge University Press.10.1017/CBO9780511811241Search in Google Scholar

Dehejia, R., Wahba, S. (1999), "Causal Effects in non-experimental Studies: Re-evaluating the Evaluation of Training Programs." Journal of the American Statistical Association, 94, pp. 1053-1062.10.1080/01621459.1999.10473858Search in Google Scholar

Dehejia, R., Wahba, S. (2002), "Propensity Score Matching Methods for Nonexperimental Causal Studies." Review of Economics and Statistics, 84, pp. 151-161.10.1162/003465302317331982Search in Google Scholar

Fraker, T., Maynard, R. (1987), "The Adequacy of Comparison Group Designs for Evaluations of Employment-related Programs." Journal of Human Resources, 22, (2), pp. 194-227.10.2307/145902Search in Google Scholar

Heckman, J. (1979), "Sample Selection Bias as a Specifications Error." Econometrica, 47, (1), pp. 153-161.10.2307/1912352Search in Google Scholar

Heckman, J. (1990), "Varieties of Selection Bias." American Economic Review, 80, (2), pp. 313-318.Search in Google Scholar

Heckman, J. (1998), "The Economic Evaluation of Social Programs," in Heckman, J., Leamer, E., ed., Handbook of Econometrics Vol. 5. Amsterdam: Elsevier, pp. 1673-1694.Search in Google Scholar

Heckman, J., Robb, R. (1986), "Alternative Identifying Assumptions in Econometric Models of Selection Bias," in Rhodes, G., ed., Advances in Econometrics Vol. 5. Greenwich, CT: JAI Press, pp. 1534-1576.Search in Google Scholar

Heckman, J. et al. (1996), "Sources of Selection Bias in Evaluating Social Programs: An Interpretation of Conventional Measures and Evidence on the Effectiveness of Matching as a Program Evaluation Method." Proceedings of the National Academy of Sciences USA, 93, (23), pp. 13416-13420.10.1073/pnas.93.23.13416Search in Google Scholar

Heckman, J., Ichimura, H., Todd, P. (1997), "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Program." Review of Economic Studies, 64, (4), pp. 605-654.10.2307/2971733Search in Google Scholar

Hujer, R., Caliendo, M. (2000), "Evaluation of Active Labour Market Policy: Methodological Concepts and Empirical Estimates. IZA Discussion Paper no. 236.10.2139/ssrn.264805Search in Google Scholar

Ichino, A. (2006), The problem of Causality in Microeconometrics. Bologna: EUI.Search in Google Scholar

Imbens, G., Angrist, J. (1994), "Identification and Estimation of Local Average Treatment Effects." Econometrica, 62, (4), pp. 467-476.10.2307/2951620Search in Google Scholar

Larsson, L. (2003), "Evaluation of Swedish youth Labour Market Programmes." Journal of Human Resources, 38, (4), pp. 891-927.10.3368/jhr.XXXVIII.4.891Search in Google Scholar

Lechner, M. (1999), "Earnings and Employment Effects of Continuous Off-the-job Training in East Germany After Unification." Journal of Business and Economic Statistics, 17, pp. 74-90.10.2307/1392240Search in Google Scholar

Lee, M. J. (2005), Microeconometrics for Policy, Program and Treatment Effects. Oxford: Oxford University Press.Search in Google Scholar

Nannicini, T. (2007), "A Simulation-Based Sensitivity Analysis for Matching Estimators." The Stata Journal, 7, (3), pp. 334-350.10.1177/1536867X0700700303Search in Google Scholar

Oakes, M.J., Kaufman, J.S. (2006), Methods in Social Epidemiology. New York: Wiley.Search in Google Scholar

Rosenbaum, P. (2010), Observational Studies. New York: Springer.10.1007/978-1-4419-1213-8Search in Google Scholar

Rosenbaum, P., Rubin, D. (1983), "The Central Role of Propensity Score in Observational Studies for Causal Effects." Biometrika, 70, (1), pp. 41-55.10.1093/biomet/70.1.41Search in Google Scholar

Rosenbaum, P., Rubin, D. (1984), "Reducing Bias in Observational Studies Using Subclassification on the Propensity Score." Journal of the American Statistical Association, 79, pp. 516-524.10.1080/01621459.1984.10478078Search in Google Scholar

Rubin, D. (1977), "Assignment to Treatment Group on the Basis of a Covariate." Journal of Educational Statistics, 2, pp. 1-26.10.3102/10769986002001001Search in Google Scholar

Vandenberghe, V., Robin, S. (2004), "Evaluating the Effectiveness of Private Education Across Countries: A Comparison of Methods." Labour Economics, 11, pp. 487-506.10.1016/j.labeco.2004.02.007Search in Google Scholar

Verbeek, M. (2004), A Guide to Modern Econometrics. Chichester: John Wiley & Sons.Search in Google Scholar

Wooldridge, J. M. (2010), Econometric Analysis of Cross-Section and Panel Data.2nd ed. Cambridge, MA: MIT Press.Search in Google Scholar