메뉴 건너뛰기




Volumn 2, Issue , 2015, Pages 351-369

Heterogeneous causal effects and sample selection bias

Author keywords

Causality; Education; Heterogeneous treatment effects; NLSY79; Propensity score; Sample selection bias

Indexed keywords


EID: 84962835074     PISSN: None     EISSN: 23306696     Source Type: Journal    
DOI: 10.15195/v2.a17     Document Type: Article
Times cited : (49)

References (17)
  • 1
    • 79960514490 scopus 로고    scopus 로고
    • The Impact of College Education on Fertility: Evidence for Heterogeneous Effects
    • Brand, Jennie E. and Dwight Davis. 2011. "The Impact of College Education on Fertility: Evidence for Heterogeneous Effects." Demography 48(3):863-87. http://dx.doi.org/10. 1007/s13524-011-0034-3.
    • (2011) Demography , vol.48 , Issue.3 , pp. 863-887
    • Brand, J.E.1    Davis, D.2
  • 3
    • 1442326306 scopus 로고    scopus 로고
    • Sensitivity Analyses for Unmeasured Confounding Assuming a Marginal Structural Model for Repeated Measures
    • Brumback, Babette A., Miguel A. Hernán, Sebastien J. P. A. Haneuse, and James M. Robins. 2004. "Sensitivity Analyses for Unmeasured Confounding Assuming a Marginal Structural Model for Repeated Measures." Statistics in Medicine 23(5):749-67. http://dx.doi.org/10.1002/sim.1657.
    • (2004) Statistics in Medicine , vol.23 , Issue.5 , pp. 749-767
    • Brumback, B.A.1    Hernán, M.A.2    Haneuse, S.J.P.A.3    Robins, J.M.4
  • 4
    • 31344442775 scopus 로고    scopus 로고
    • The Causal Effect of Education on Earnings in Handbook of Labor Economics, part A, edited by Orley C. Ashenfelter and David Card
    • Amsterdam: Elsevier
    • Card, David. 1999. "The Causal Effect of Education on Earnings." Pp. 1801-63 in Handbook of Labor Economics, vol. 3, part A, edited by Orley C. Ashenfelter and David Card. Amsterdam: Elsevier. http://dx.doi.org/10.1016/s1573-4463(99)03011-4.
    • (1999) , vol.3 , pp. 1801-1863
    • Card, D.1
  • 5
    • 80054899993 scopus 로고    scopus 로고
    • Estimating Marginal Returns to Education
    • Carneiro, Pedro, James J. Heckman, and Edward J. Vytlacil. 2011. "Estimating Marginal Returns to Education." The American Economic Review 101(6):2754-81. http://dx.doi. org/10.1257/aer.101.6.2754.
    • (2011) The American Economic Review , vol.101 , Issue.6 , pp. 2754-2781
    • Carneiro, P.1    Heckman, J.J.2    Vytlacil, E.J.3
  • 6
    • 0004296209 scopus 로고    scopus 로고
    • 5th ed. Upper Saddle River, NJ: Prentice Hall
    • Greene, William H. 2003. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall.
    • (2003) Econometric Analysis
    • Greene, W.H.1
  • 7
    • 33744950514 scopus 로고    scopus 로고
    • Understanding Instrumental Variables in Models with Essential Heterogeneity
    • Heckman, James J., Sergio Urzua, and Edward J. Vytlacil. 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity." Review of Economics and Statistics 88(3):389-432. http://dx.doi.org/10.1257/aer.101.6.2754.
    • (2006) Review of Economics and Statistics , vol.88 , Issue.3 , pp. 389-432
    • Heckman, J.J.1    Urzua, S.2    Vytlacil, E.J.3
  • 8
    • 1842533946 scopus 로고    scopus 로고
    • Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models
    • Heckman, James and Salvador Navarro-Lozano. 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models." Review of Economics and Statistics 86(1):30-57. http://dx.doi.org/10.1162/003465304323023660.
    • (2004) Review of Economics and Statistics , vol.86 , Issue.1 , pp. 30-57
    • Heckman, J.1    Navarro-Lozano, S.2
  • 9
    • 80052915427 scopus 로고    scopus 로고
    • Dealing with Selection Bias in Educational Transition Models: The bivariate Probit Model
    • Holm, Anders, and Mads Jæger. 2011. "Dealing with Selection Bias in Educational Transition Models: The bivariate Probit Model." Research in Social Stratification and Mobility 29(3):239- 250. http://dx.doi.org/10.1016/j.rssm.2011.02.002.
    • (2011) Research in Social Stratification and Mobility , vol.29 , Issue.3 , pp. 239-250
    • Holm, A.1    Jæger, M.2
  • 11
    • 85044028280 scopus 로고    scopus 로고
    • And Their Children After Them? The Effect of College on Educational Reproduction
    • Unpublished paper
    • Lawrence, Matthew and Richard Breen. 2014. "And Their Children After Them? The Effect of College on Educational Reproduction." Unpublished paper.
    • (2014)
    • Lawrence, M.1    Breen, R.2
  • 13
    • 34250369101 scopus 로고
    • Estimation of Semi-parametric Models
    • Engle, R. F. and D. L. McFadden (eds.). Elsevier Science
    • Powell, James L. 1994. "Estimation of Semi-parametric Models." Pp. 2443-2521 in Engle, R. F. and D. L. McFadden (eds.) Handbook of Econometrics IV. Elsevier Science.
    • (1994) Handbook of Econometrics , vol.4 , pp. 2443-2521
    • Powell, J.L.1
  • 14
    • 77951622706 scopus 로고
    • The Central Role of the Propensity Score in Observational Studies for Causal Effects
    • Rosenbaum, Paul R. and Donald R. Rubin. 1983. "The Central Role of the Propensity Score in Observational Studies for Causal Effects." Biometrika 70(1):41-53. http://dx.doi.org/ 10.1093/biomet/70.1.41.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 41-53
    • Rosenbaum, P.R.1    Rubin, D.R.2
  • 15
    • 0001415308 scopus 로고    scopus 로고
    • Association, Causation, and Marginal Structural Models
    • Robins, James M. 1999. "Association, Causation, and Marginal Structural Models." Synthese 121(1-2):151-79. http://dx.doi.org/10.1023/A:1005285815569.
    • (1999) Synthese , vol.121 , Issue.1-2 , pp. 151-179
    • Robins, J.M.1
  • 16
    • 79959533875 scopus 로고    scopus 로고
    • The Legacy of Disadvantage: Multigenerational Neighborhood Effects on Cognitive Ability
    • Sharkey, Patrick and Felix Elwert. 2011. "The Legacy of Disadvantage: Multigenerational Neighborhood Effects on Cognitive Ability." American Journal of Sociology 116(6):1934-81. http://dx.doi.org/10.1086/660009.
    • (2011) American Journal of Sociology , vol.116 , Issue.6 , pp. 1934-1981
    • Sharkey, P.1    Elwert, F.2
  • 17
    • 84993683904 scopus 로고    scopus 로고
    • Estimating Heterogeneous Treatment Effects with Observational Data
    • Xie, Yu, Jennie E. Brand, and Ben Jann. 2012. "Estimating Heterogeneous Treatment Effects with Observational Data." Sociological Methodology 42(1):314-47. http://dx.doi.org/10. 1177/0081175012452652.
    • (2012) Sociological Methodology , vol.42 , Issue.1 , pp. 314-347
    • Xie, Y.1    Brand, J.E.2    Jann, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.