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Volumn 29, Issue 3, 2011, Pages 343-349

Values and limitations of statistical models

Author keywords

Causal Inference; Heterogeneity; Mare model; Schooling transition; Statistical model

Indexed keywords


EID: 80052897235     PISSN: 02765624     EISSN: None     Source Type: Book Series    
DOI: 10.1016/j.rssm.2011.04.001     Document Type: Article
Times cited : (43)

References (38)
  • 2
    • 78049260618 scopus 로고    scopus 로고
    • Who benefits most from college? Evidence for negative selection in heterogeneous economic returns to higher education
    • Brand J.E., Xie Y. Who benefits most from college? Evidence for negative selection in heterogeneous economic returns to higher education. American Sociological Review 2010, 75(2):273-302.
    • (2010) American Sociological Review , vol.75 , Issue.2 , pp. 273-302
    • Brand, J.E.1    Xie, Y.2
  • 3
    • 80052879493 scopus 로고    scopus 로고
    • The consequences of unobserved heterogeneity in a sequential logit model
    • Buis M. The consequences of unobserved heterogeneity in a sequential logit model. Research in Social Stratification and Mobility 2011, 29:247-262.
    • (2011) Research in Social Stratification and Mobility , vol.29 , pp. 247-262
    • Buis, M.1
  • 4
    • 0000234053 scopus 로고    scopus 로고
    • Life cycle schooling and dynamic selection bias: Models and evidence for five cohorts of American males
    • Cameron S.V., Heckman J.J. Life cycle schooling and dynamic selection bias: Models and evidence for five cohorts of American males. Journal of Political Economy 1998, 106:262-333.
    • (1998) Journal of Political Economy , vol.106 , pp. 262-333
    • Cameron, S.V.1    Heckman, J.J.2
  • 8
    • 0032399629 scopus 로고    scopus 로고
    • How many latent classes of delinquent/criminal careers? Results from mixed Poisson regression analyses
    • D'Unger A.V., Land K.C., McCall P.L., Nagin D.S. How many latent classes of delinquent/criminal careers? Results from mixed Poisson regression analyses. American Journal of Sociology 1998, 103:1593-1630.
    • (1998) American Journal of Sociology , vol.103 , pp. 1593-1630
    • D'Unger, A.V.1    Land, K.C.2    McCall, P.L.3    Nagin, D.S.4
  • 9
    • 0000117948 scopus 로고
    • As others see us: A case study in path analysis
    • Freedman D.A. As others see us: A case study in path analysis. Journal of Educational Statistics 1987, 12:101-128.
    • (1987) Journal of Educational Statistics , vol.12 , pp. 101-128
    • Freedman, D.A.1
  • 10
    • 0000125534 scopus 로고
    • Sample selection bias as a specification error
    • Heckman J.J. Sample selection bias as a specification error. Econometrica 1979, 47:153-161.
    • (1979) Econometrica , vol.47 , pp. 153-161
    • Heckman, J.J.1
  • 11
    • 0034860536 scopus 로고    scopus 로고
    • Micro data, heterogeneity, and the evaluation of public policy: Nobel lecture
    • Heckman J.J. Micro data, heterogeneity, and the evaluation of public policy: Nobel lecture. Journal of Political Economy 2001, 109:673-748.
    • (2001) Journal of Political Economy , vol.109 , pp. 673-748
    • Heckman, J.J.1
  • 12
    • 80052901718 scopus 로고    scopus 로고
    • The scientific model of causality. Unpublished manuscript, University of Chicago.
    • Heckman, J. J. (2005). The scientific model of causality. Unpublished manuscript, University of Chicago.
    • (2005)
    • Heckman, J.J.1
  • 13
    • 33744950514 scopus 로고    scopus 로고
    • Understanding instrumental variables in models with essential heterogeneity
    • Heckman J., Urzua S., Vytlacil E. Understanding instrumental variables in models with essential heterogeneity. The Review of Economics and Statistics 2006, 88:389-432.
    • (2006) The Review of Economics and Statistics , vol.88 , pp. 389-432
    • Heckman, J.1    Urzua, S.2    Vytlacil, E.3
  • 15
    • 80052915427 scopus 로고    scopus 로고
    • Dealing with selection bias in educational transition models: The bivariate probit selection model
    • Holm A., Jæger M.M. Dealing with selection bias in educational transition models: The bivariate probit selection model. Research in Social Stratification and Mobility 2011, 29:311-322.
    • (2011) Research in Social Stratification and Mobility , vol.29 , pp. 311-322
    • Holm, A.1    Jæger, M.M.2
  • 16
    • 80052879491 scopus 로고    scopus 로고
    • Multiple paths in educational transitions: A multinomial transition model with unobserved heterogeneity
    • this issue
    • Karlson K.B. Multiple paths in educational transitions: A multinomial transition model with unobserved heterogeneity. Research in Social Stratification and Mobility 2011, this issue.
    • (2011) Research in Social Stratification and Mobility
    • Karlson, K.B.1
  • 17
    • 0036025781 scopus 로고    scopus 로고
    • Barking up the wrong branch: Scientific alternatives to the current model of sociological science
    • Lieberson S., Lynn F.B. Barking up the wrong branch: Scientific alternatives to the current model of sociological science. Annual Review of Sociology 2002, 28:1-19.
    • (2002) Annual Review of Sociology , vol.28 , pp. 1-19
    • Lieberson, S.1    Lynn, F.B.2
  • 25
    • 0033917955 scopus 로고    scopus 로고
    • Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes
    • Muthén B., Muthén L.K. Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism - Clinical and Experimental Research 2000, 24(6):882-891.
    • (2000) Alcoholism - Clinical and Experimental Research , vol.24 , Issue.6 , pp. 882-891
    • Muthén, B.1    Muthén, L.K.2
  • 28
    • 84936526615 scopus 로고
    • A hierarchical model for studying school effects
    • Raudenbush S., Bryk A.S. A hierarchical model for studying school effects. Sociology of Education 1986, 59(1):1-17.
    • (1986) Sociology of Education , vol.59 , Issue.1 , pp. 1-17
    • Raudenbush, S.1    Bryk, A.S.2
  • 30
    • 58149417330 scopus 로고
    • Estimating causal effects of treatments in randomized and nonrandomized studies
    • Rubin D.B. Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology 1974, 66:688-701.
    • (1974) Journal of Educational Psychology , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 32
    • 80052875365 scopus 로고    scopus 로고
    • Accounting for dynamic selection bias in educational transitions: The Cameron-Heckman latent class estimator and its generalizations
    • Tam T. Accounting for dynamic selection bias in educational transitions: The Cameron-Heckman latent class estimator and its generalizations. Research in Social Stratification and Mobility 2011, 29:287-310.
    • (2011) Research in Social Stratification and Mobility , vol.29 , pp. 287-310
    • Tam, T.1
  • 33
    • 0022105767 scopus 로고
    • Heterogeneity ruses - Some surprising effects of selection on population dynamics
    • Vaupel J.W., Yashin A.I. Heterogeneity ruses - Some surprising effects of selection on population dynamics. American Statistician 1985, 39:176-185.
    • (1985) American Statistician , vol.39 , pp. 176-185
    • Vaupel, J.W.1    Yashin, A.I.2
  • 34
    • 0033446553 scopus 로고    scopus 로고
    • The estimation of causal effects from observational data
    • Winship C., Morgan S.L. The estimation of causal effects from observational data. Annual Review of Sociology 1999, 25:659-707.
    • (1999) Annual Review of Sociology , vol.25 , pp. 659-707
    • Winship, C.1    Morgan, S.L.2
  • 35
    • 0009078588 scopus 로고    scopus 로고
    • A demographic approach to studying the process of becoming a scientist/engineer. In National Research Council (Ed.), Careers in science and technology: International perspective. Washington, DC: National Academy Press.
    • Xie, Y. (1996). A demographic approach to studying the process of becoming a scientist/engineer. In National Research Council (Ed.), Careers in science and technology: International perspective (pp. 43-57). Washington, DC: National Academy Press.
    • (1996) , pp. 43-57
    • Xie, Y.1
  • 37
    • 40549103339 scopus 로고    scopus 로고
    • Methodological contradictions of contemporary sociology
    • Xie Y. Methodological contradictions of contemporary sociology. Michigan Quarterly Review 2005, 44:506-511.
    • (2005) Michigan Quarterly Review , vol.44 , pp. 506-511
    • Xie, Y.1
  • 38
    • 34447309300 scopus 로고    scopus 로고
    • Otis Dudley Duncan's legacy: The demographic approach to quantitative reasoning in social science
    • Xie Y. Otis Dudley Duncan's legacy: The demographic approach to quantitative reasoning in social science. Research in Social Stratification and Mobility 2007, 25:141-156.
    • (2007) Research in Social Stratification and Mobility , vol.25 , pp. 141-156
    • Xie, Y.1


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