메뉴 건너뛰기




Volumn 34, Issue , 2015, Pages 6-31

Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs

Author keywords

Measurement error; Mediation analysis; Missing inputs; Production function

Indexed keywords


EID: 84908042355     PISSN: 07474938     EISSN: 15324168     Source Type: Journal    
DOI: 10.1080/07474938.2014.944466     Document Type: Article
Times cited : (127)

References (34)
  • 2
    • 0023020183 scopus 로고
    • The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
    • Baron, R. M., Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology 51: 1173 – 1182.
    • (1986) Journal of Personality and Social Psychology , vol.51 , pp. 1173-1182
    • Baron, R.M.1    Kenny, D.A.2
  • 3
    • 84977699033 scopus 로고
    • The statistical conception of mental factors
    • Bartlett, M. S. (1937). The statistical conception of mental factors. British Journal of Psychology 28: 97 – 104.
    • (1937) British Journal of Psychology , vol.28 , pp. 97-104
    • Bartlett, M.S.1
  • 4
    • 84937549955 scopus 로고
    • The scree test for the number of factors
    • Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research 1 (2): 245 – 276.
    • (1966) Multivariate Behavioral Research , vol.1 , Issue.2 , pp. 245-276
    • Cattell, R.B.1
  • 5
    • 18444392349 scopus 로고    scopus 로고
    • Using predicted latent scores in general latent structure models
    • Marcoulides G. A., Moustaki I. eds., (eds), New Jersey., Lawrence Erlbaum Associates, Inc
    • Croon, M. A. (2002). Using predicted latent scores in general latent structure models. In: Marcoulides, G. A., Moustaki, I. eds., Latent Variable and Latent Structure Models. New Jersey.: Lawrence Erlbaum Associates, Inc., pp. 195 – 223.
    • (2002) Latent Variable and Latent Structure Models , pp. 195-223
    • Croon, M.A.1
  • 6
    • 84908019736 scopus 로고    scopus 로고
    • Presented at, Family Inequality Network: Family Economics and Human Capital in the Family, November 16, 2012
    • Cunha, F. (2012). Eliciting maternal beliefs about the technology of skill formation. Presented at, Family Inequality Network: Family Economics and Human Capital in the Family, November 16, 2012.
    • (2012) Eliciting maternal beliefs about the technology of skill formation
    • Cunha, F.1
  • 7
    • 45549083736 scopus 로고    scopus 로고
    • Formulating, identifying and estimating the technology of cognitive and noncognitive skill formation
    • Cunha, F., Heckman, J. J. (2008). Formulating, identifying and estimating the technology of cognitive and noncognitive skill formation. Journal of Human Resources 43 (4): 738 – 782.
    • (2008) Journal of Human Resources , vol.43 , Issue.4 , pp. 738-782
    • Cunha, F.1    Heckman, J.J.2
  • 8
    • 77954101459 scopus 로고    scopus 로고
    • Estimating the technology of cognitive and noncognitive skill formation
    • Cunha, F., Heckman, J. J., Schennach, S. M. (2010). Estimating the technology of cognitive and noncognitive skill formation. Econometrica 78 (3): 883 – 931.
    • (2010) Econometrica , vol.78 , Issue.3 , pp. 883-931
    • Cunha, F.1    Heckman, J.J.2    Schennach, S.M.3
  • 9
    • 27744487262 scopus 로고    scopus 로고
    • Factor analysis
    • Weiner I. B., Freedheim D. K., Schinka J. A., Velicer W. F. eds., (eds), Chapter 6, Hoboken, NJ, John Wiely & Sons, Inc
    • Gorsuch, R. L. (2003). Factor analysis. In: Weiner, I. B., Freedheim, D. K., Schinka, J. A., Velicer, W. F. eds., Handbook of Psychology: Research Methods in Psychology. Vol. 2, Chapter 6. Hoboken, NJ: John Wiely & Sons, Inc., pp. 143 – 164.
    • (2003) Handbook of Psychology: Research Methods in Psychology , vol.2 , pp. 143-164
    • Gorsuch, R.L.1
  • 10
    • 34248982435 scopus 로고
    • Some necessary conditions for common-factor analysis
    • Guttman, L. (1954). Some necessary conditions for common-factor analysis. Psychometrika 19 (2): 149 – 161.
    • (1954) Psychometrika , vol.19 , Issue.2 , pp. 149-161
    • Guttman, L.1
  • 11
    • 0002011245 scopus 로고
    • The statistical implications of a system of simultaneous equations
    • Haavelmo, T. (1943). The statistical implications of a system of simultaneous equations. Econometrica 11 (1): 1 – 12.
    • (1943) Econometrica , vol.11 , Issue.1 , pp. 1-12
    • Haavelmo, T.1
  • 13
    • 79953123051 scopus 로고    scopus 로고
    • Analyzing social experiments as implemented: A reexamination of the evidence from the HighScope Perry Preschool Program
    • Heckman, J. J., Moon, S. H., Pinto, R., Savelyev, P. A., Yavitz, A. Q. (2010). Analyzing social experiments as implemented: A reexamination of the evidence from the HighScope Perry Preschool Program. Quantitative Economics 1 (1): 1 – 46.
    • (2010) Quantitative Economics , vol.1 , Issue.1 , pp. 1-46
    • Heckman, J.J.1    Moon, S.H.2    Pinto, R.3    Savelyev, P.A.4    Yavitz, A.Q.5
  • 14
    • 1842533946 scopus 로고    scopus 로고
    • Using matching, instrumental variables, and control functions to estimate economic choice models
    • Heckman, J. J., Navarro, S. (2004). Using matching, instrumental variables, and control functions to estimate economic choice models. Review of Economics and Statistics 86 (1): 30 – 57.
    • (2004) Review of Economics and Statistics , vol.86 , Issue.1 , pp. 30-57
    • Heckman, J.J.1    Navarro, S.2
  • 16
    • 84885356099 scopus 로고    scopus 로고
    • Understanding the mechanisms through which an Influential early childhood program boosted adult outcomes
    • Heckman, J. J., Pinto, R., Savelyev, P. A. (2013). Understanding the mechanisms through which an Influential early childhood program boosted adult outcomes. American Economic Review 103 (6): 1 – 35.
    • (2013) American Economic Review , vol.103 , Issue.6 , pp. 1-35
    • Heckman, J.J.1    Pinto, R.2    Savelyev, P.A.3
  • 17
    • 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
    • Heckman J., Leamer E., (eds), Chapter 71, Amsterdam, Elsevier
    • Heckman, J. J., Vytlacil, E. J. (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: Heckman, J., Leamer, E., eds., Handbook of Econometrics. Vol. 6B, Chapter 71. Amsterdam: Elsevier, pp. 4875 – 5143.
    • (2007) Handbook of Econometrics , vol.6B , pp. 4875-5143
    • Heckman, J.J.1    Vytlacil, E.J.2
  • 18
    • 8644267207 scopus 로고
    • A rationale and test for the number of factors in factor analysis
    • Horn, J. L. (1965). A rationale and test for the number of factors in factor analysis. Psychometrika30(2):179–185.
    • (1965) Psychometrika , vol.30 , Issue.2 , pp. 179-185
    • Horn, J.L.1
  • 19
    • 0003206616 scopus 로고
    • On the structural form of interdependent systems
    • Nagel E., Suppes P., Tarski A., (eds), Stanford, CA, Stanford University Press
    • Hurwicz, L. (1962). On the structural form of interdependent systems. (In: Nagel, E., Suppes, P., Tarski, A., eds.), Logic, Methodology and Philosophy of Science. Stanford, CA: Stanford University Press, pp. 232 – 239.
    • (1962) Logic, Methodology and Philosophy of Science , pp. 232-239
    • Hurwicz, L.1
  • 20
    • 80955160663 scopus 로고    scopus 로고
    • Unpacking the black box of causality: Learning about causal mechanisms from experimental and observational studies
    • Imai, K., Keele, L., Tingley, D., Yamamoto, T. (2011). Unpacking the black box of causality: Learning about causal mechanisms from experimental and observational studies. American Political Science Review 105 (4): 765 – 789.
    • (2011) American Political Science Review , vol.105 , Issue.4 , pp. 765-789
    • Imai, K.1    Keele, L.2    Tingley, D.3    Yamamoto, T.4
  • 21
    • 77957786869 scopus 로고    scopus 로고
    • Identification, inference and sensitivity analysis for causal mediation effects
    • Imai, K., Keele, L., Yamamoto, T. (2010). Identification, inference and sensitivity analysis for causal mediation effects. Statistical Science 25 (1): 51 – 71.
    • (2010) Statistical Science , vol.25 , Issue.1 , pp. 51-71
    • Imai, K.1    Keele, L.2    Yamamoto, T.3
  • 22
    • 84976998771 scopus 로고
    • The application of electronic computers to factor analysis
    • Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement 20 (1): 141 – 151.
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 141-151
    • Kaiser, H.F.1
  • 23
    • 84977693791 scopus 로고
    • A note on Guttman's lower bound for the number of common factors
    • Kaiser, H. F. (1961). A note on Guttman's lower bound for the number of common factors. British Journal of Statistical Psychology 14 (1): 1 – 2.
    • (1961) British Journal of Statistical Psychology , vol.14 , Issue.1 , pp. 1-2
    • Kaiser, H.F.1
  • 27
    • 79952367115 scopus 로고    scopus 로고
    • The mediation formula: A guide to the assessment of causal pathways in nonlinear models
    • Forthcoming in
    • Pearl, J. (2011). The mediation formula: A guide to the assessment of causal pathways in nonlinear models. Forthcoming in Causality: Statistical Perspectives and Applications.
    • (2011) Causality: Statistical Perspectives and Applications
    • Pearl, J.1
  • 29
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R., Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika 70 (1): 41 – 55.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 30
  • 33
    • 0001445915 scopus 로고
    • The method of path coefficients
    • Wright, S. (1934). The method of path coefficients. Annals of Mathematical Statistics 5 (3): 161 – 215.
    • (1934) Annals of Mathematical Statistics , vol.5 , Issue.3 , pp. 161-215
    • Wright, S.1
  • 34
    • 58149371334 scopus 로고
    • Comparison of five rules for determining the number of components to retain
    • Zwick, W. R., Velicer, W. F. (1986). Comparison of five rules for determining the number of components to retain. Psychological Bulletin 99 (3): 432 – 442.
    • (1986) Psychological Bulletin , vol.99 , Issue.3 , pp. 432-442
    • Zwick, W.R.1    Velicer, W.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.