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Volumn 32, Issue 4, 2004, Pages 501-528

Estimating Causal Effects with Matching Methods in the Presence and Absence of Bias Cancellation

Author keywords

Bias cancellation; Causal effects; Matching methods; Treatment effect

Indexed keywords


EID: 2442623333     PISSN: 00491241     EISSN: None     Source Type: Journal    
DOI: 10.1177/0049124103260187     Document Type: Article
Times cited : (13)

References (14)
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    • Heckman, James J., Robert J. LaLonde, and Jeffrey A. Smith. 1999. "The Economics and Econometrics of Active Labor Market Programs." Pp. 1865-2097 in Handbook of Labor Economics, vol. 3, edited by O. Ashenfelter and D. Card. Amsterdam: North-Holland.
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    • Heckman, J.J.1    LaLonde, R.J.2    Smith, J.A.3
  • 5
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    • Characterizing Selection Bias Using Experimental Data
    • Heckman, James J., Hidehiko Ichimura, Jeffrey Smith, and Petra Todd. 1998. "Characterizing Selection Bias Using Experimental Data." Econometrica 66:1017-98.
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    • Heckman, J.J.1    Ichimura, H.2    Smith, J.3    Todd, P.4
  • 6
    • 0001622038 scopus 로고    scopus 로고
    • Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme
    • Heckman, James J., Hidehiko Ichimura, and Petra E. Todd. 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme." Review of Economic Studies 64:605-54.
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    • Heckman, J.J.1    Ichimura, H.2    Todd, P.E.3
  • 7
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    • Matching as an Econometric Evaluation Estimator
    • -. 1998. "Matching as an Econometric Evaluation Estimator." Review of Economic Studies 65:261-94.
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  • 8
    • 0000989469 scopus 로고
    • Alternative Methods for Evaluating the Impact of Interventions
    • edited by J. J. Heckman and B. Singer. Cambridge, UK: Cambridge University Press
    • Heckman, James J. and Richard Robb Jr. 1985. "Alternative Methods for Evaluating the Impact of Interventions." Pp. 156-245 in Longitudinal Analysis of Labor Market Data, edited by J. J. Heckman and B. Singer. Cambridge, UK: Cambridge University Press.
    • (1985) Longitudinal Analysis of Labor Market Data , pp. 156-245
    • Heckman, J.J.1    Robb Jr., R.2
  • 9
    • 0000125532 scopus 로고
    • Prospective Theory: An Analysis of Decision under Risk
    • Kahneman, Daniel and Amos Tversky. 1979. "Prospective Theory: An Analysis of Decision Under Risk." Econometrica 47:263-91.
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    • Kahneman, D.1    Tversky, A.2
  • 10
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    • Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification
    • Lechner, Michael. 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany After Unification." Journal of Business & Economic Statistics 17:74-90.
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    • Lechner, M.1
  • 11
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    • Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
    • Rosenbaum, Paul R. and Donald B. Rubin. 1984. "Reducing Bias in Observational Studies Using Subclassification on the Propensity Score." Journal of the American Statistical Association 79:516-24.
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    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 12
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    • Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
    • -. 1985. "Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score." The American Statistician 39:33-38.
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  • 13
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    • Practical Implications of Models of Statistical Inference for Causal Effects and the Critical Role of the Assignment Mechanism
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  • 14
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    • Matching Using Estimated Propensity Scores: Relating Theory to Practice
    • Rubin, Donald B. and Neal Thomas. 1996. "Matching Using Estimated Propensity Scores: Relating Theory to Practice." Biometrics 52:249-61.
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    • Rubin, D.B.1    Thomas, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.