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Volumn 12, Issue SUPPL. 1, 2009, Pages

A note on adapting propensity score matching and selection models to choice based samples

Author keywords

Choice based sampling; Matching models; Propensity scores; Selection models

Indexed keywords


EID: 67650697039     PISSN: 13684221     EISSN: 1368423X     Source Type: Journal    
DOI: 10.1111/j.1368-423X.2008.00269.x     Document Type: Article
Times cited : (49)

References (21)
  • 1
    • 43949167764 scopus 로고
    • Semiparametric estimation of censored selection models with a nonparametric selection mechanism
    • Ahn, H. and J. Powell (1993). Semiparametric estimation of censored selection models with a nonparametric selection mechanism. Journal of Econometrics 58, 3-29.
    • (1993) Journal of Econometrics , vol.58 , pp. 3-29
    • Ahn, H.1    Powell, J.2
  • 2
    • 0442309558 scopus 로고    scopus 로고
    • Causal effects in nonexperimental studies: Reevaluating the evaluation of training programs
    • Dehejia, R. and S. Wahba (1999). Causal effects in nonexperimental studies: Reevaluating the evaluation of training programs. Journal of the American Statistical Association 94, 1053-62.
    • (1999) Journal of the American Statistical Association , vol.94 , pp. 1053-1062
    • Dehejia, R.1    Wahba, S.2
  • 3
    • 0036102924 scopus 로고    scopus 로고
    • Propensity score matching methods for nonexperimental causal studies
    • Dehejia, R. and S. Wahba (2002). Propensity score matching methods for nonexperimental causal studies. Review of Economics and Statistics 84, 151-61.
    • (2002) Review of Economics and Statistics , vol.84 , pp. 151-161
    • Dehejia, R.1    Wahba, S.2
  • 4
    • 0000858149 scopus 로고    scopus 로고
    • On the role of the propensity score in efficient semiparametric estimation of average treatment effects
    • Hahn, J. (1998). On the role of the propensity score in efficient semiparametric estimation of average treatment effects. Econometrica 66, 315-31.
    • (1998) Econometrica , vol.66 , pp. 315-331
    • Hahn, J.1
  • 5
    • 0011642139 scopus 로고
    • Addendum to sample selection bias as a specification error
    • In E. Stromsdorfer and G. Farkas (Eds.) Volume Beverly Hills: Sage Publications
    • Heckman, J. J. (1980). Addendum to sample selection bias as a specification error. In E. Stromsdorfer and G. Farkas (Eds.), Evaluation Studies Review Annual, Volume 5, 69-74. Beverly Hills: Sage Publications.
    • (1980) Evaluation Studies Review Annual , vol.5 , pp. 69-74
    • Heckman, J.J.1
  • 6
    • 84950420463 scopus 로고
    • Choosing among alternative nonexperimental methods for estimating the impact of social programs: The case of manpower training
    • (Rejoinder also published in Vol. 84, No. 408.)
    • Heckman, J. J. and V. J. Hotz (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, 862-74. (Rejoinder also published in Vol. 84, No. 408.)
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 862-874
    • Heckman, J.J.1    Hotz, V.J.2
  • 7
    • 0346856929 scopus 로고    scopus 로고
    • Characterizing selection bias using experimental data
    • Heckman, J. J., H. Ichimura, J. Smith and P. E. Todd (1998a). Characterizing selection bias using experimental data. Econometrica 66, 1017-98.
    • (1998) Econometrica , vol.66 , pp. 1017-1098
    • Heckman, J.J.1    Ichimura, H.2    Smith, J.3    Todd, P.E.4
  • 9
    • 1842533946 scopus 로고    scopus 로고
    • Using matching, instrumental variables, and control functions to estimate economic choice models
    • Heckman, J. J. and S. Navarro (2004). Using matching, instrumental variables, and control functions to estimate economic choice models. Review of Economics and Statistics 86, 30-57.
    • (2004) Review of Economics and Statistics , vol.86 , pp. 30-57
    • Heckman, J.J.1    Navarro, S.2
  • 10
    • 0001206898 scopus 로고
    • Alternative methods for evaluating the impact of interventions: An overview
    • Heckman, J. J. and R. Robb (1985). Alternative methods for evaluating the impact of interventions: An overview. Journal of Econometrics 30, 239-67.
    • (1985) Journal of Econometrics , vol.30 , pp. 239-267
    • Heckman, J.J.1    Robb, R.2
  • 11
    • 0002857945 scopus 로고
    • Alternative methods for solving the problem of selection bias in evaluating the impact of treatments on outcomes
    • In H. Wainer (Ed.) New York: Springer-Verlag. (Reprinted in 2000, Mahwah, NJ: Lawrence Erlbaum Associates.)
    • Heckman, J. J. and R. Robb (1986). Alternative methods for solving the problem of selection bias in evaluating the impact of treatments on outcomes. In H. Wainer (Ed.), Drawing Inferences from Self-Selected Samples, 63-107. New York: Springer-Verlag. (Reprinted in 2000, Mahwah, NJ: Lawrence Erlbaum Associates.)
    • (1986) Drawing Inferences from Self-Selected Samples , pp. 63-107
    • Heckman, J.J.1    Robb, R.2
  • 12
    • 33744950514 scopus 로고    scopus 로고
    • Understanding instrumental variables in models with essential heterogeneity
    • Heckman, J. J., S. Urzua and E. J. Vytlacil (2006). Understanding instrumental variables in models with essential heterogeneity. Review of Economics and Statistics 88, 389-432.
    • (2006) Review of Economics and Statistics , vol.88 , pp. 389-432
    • Heckman, J.J.1    Urzua, S.2    Vytlacil, E.J.3
  • 13
    • 66049142150 scopus 로고    scopus 로고
    • Econometric evaluation of social programs, part II: Using the marginal treatment effect to organize alternative economic estimators to evaluate social programs and to forecast their effects in new environments
    • In J. Heckman and E. Leamer (Eds.) Volume Amsterdam: Elsevier
    • Heckman, J. J. and E. J. Vytlacil (2007). Econometric evaluation of social programs, part II: Using the marginal treatment effect to organize alternative economic estimators to evaluate social programs and to forecast their effects in new environments. In J. Heckman and E. Leamer (Eds.), Handbook of Econometrics, Volume 6B, 4875-5144. Amsterdam: Elsevier.
    • (2007) Handbook of Econometrics , vol.6 B , pp. 4875-5144
    • Heckman, J.J.1    Vytlacil, E.J.2
  • 14
    • 0141495120 scopus 로고    scopus 로고
    • Efficient estimation of average treatment effects using the estimated propensity score
    • Hirano, K., G. W. Imbens and G. Ridder (2003). Efficient estimation of average treatment effects using the estimated propensity score. Econometrica 71, 1161-89.
    • (2003) Econometrica , vol.71 , pp. 1161-1189
    • Hirano, K.1    Imbens, G.W.2    Ridder, G.3
  • 15
    • 0001093804 scopus 로고
    • Evaluating the econometric evaluations of training programs with experimental data
    • LaLonde, R. J. (1986). Evaluating the econometric evaluations of training programs with experimental data. American Economic Review 76, 604-20.
    • (1986) American Economic Review , vol.76 , pp. 604-620
    • LaLonde, R.J.1
  • 16
    • 3142655893 scopus 로고
    • Semiparametric analysis of binary response from response-based samples
    • Manski, C. F. (1986). Semiparametric analysis of binary response from response-based samples. Journal of Econometrics 31, 31-40.
    • (1986) Journal of Econometrics , vol.31 , pp. 31-40
    • Manski, C.F.1
  • 17
    • 0000847211 scopus 로고
    • The estimation of choice probabilities from choice based samples
    • Manski, C. F. and S. R. Lerman (1977). The estimation of choice probabilities from choice based samples. Econometrica 45, 1977-88.
    • (1977) Econometrica , vol.45 , pp. 1977-1988
    • Manski, C.F.1    Lerman, S.R.2
  • 18
    • 0002096131 scopus 로고
    • Statistical analysis of discrete probability models
    • In C. F. Manski and D. McFadden (Eds.) Cambridge, MA: MIT Press
    • Manski, C. F. and D. McFadden (1981). Statistical analysis of discrete probability models. In C. F. Manski and D. McFadden (Eds.), Structural Analysis of Discrete Data with Econometric Applications, 2-49. Cambridge, MA: MIT Press.
    • (1981) Structural Analysis of Discrete Data With Econometric Applications , pp. 2-49
    • Manski, C.F.1    McFadden, D.2
  • 20
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R. and D. B. Rubin (1983). The central role of the propensity score in observational studies for causal effects. Biometrika 70, 41-55.
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 21
    • 10044222268 scopus 로고    scopus 로고
    • Does matching overcome LaLonde's critique of nonexperimental estimators?
    • Smith, J. A. and P. E. Todd (2005). Does matching overcome LaLonde's critique of nonexperimental estimators? Journal of Econometrics 125, 305-53.
    • (2005) Journal of Econometrics , vol.125 , pp. 305-353
    • Smith, J.A.1    Todd, P.E.2


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