메뉴 건너뛰기




Volumn 13, Issue 1, 2014, Pages 484-513

Investigating the feasibility of using Mplus in the estimation of growth mixture models

Author keywords

Convergence; EM algorithm; Growth mixture modeling; Local maximum solution

Indexed keywords


EID: 84930328670     PISSN: 15389472     EISSN: None     Source Type: Journal    
DOI: 10.22237/jmasm/1398918600     Document Type: Article
Times cited : (13)

References (23)
  • 1
    • 54249092302 scopus 로고    scopus 로고
    • 2004 Cattell award address: Observations on the use of growth mixture models in psychological research
    • Bauer, D. J. (2007). 2004 Cattell award address: Observations on the use of growth mixture models in psychological research. Multivariate Behavioral Research, 42:757-786.
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 757-786
    • Bauer, D.J.1
  • 6
    • 84893914297 scopus 로고    scopus 로고
    • Finite mixtures of nonlinear mixed effects models
    • J. R. Harring & G. R. Hancock (Eds.), Charlotte, NC: Information Age Publishing, Inc
    • Harring, J. R. (2012). Finite mixtures of nonlinear mixed effects models. In J. R. Harring & G. R. Hancock (Eds.), Advances in longitudinal methods in the social and behavioral sciences. Charlotte, NC: Information Age Publishing, Inc.
    • (2012) Advances in longitudinal methods in the social and behavioral sciences
    • Harring, J.R.1
  • 7
    • 33745601740 scopus 로고    scopus 로고
    • Local solutions in the estimation of growth mixture models
    • Hipp, J. R., & Bauer, D. J. (2006). Local solutions in the estimation of growth mixture models. Psychological Methods, 11:36-53.
    • (2006) Psychological Methods , vol.11 , pp. 36-53
    • Hipp, J.R.1    Bauer, D.J.2
  • 9
    • 0022966316 scopus 로고
    • Unbalanced repeated-measures models with structured covariance matrices
    • Jennrich, R. I., & Schluchter, M. D. (1986). Unbalanced repeated-measures models with structured covariance matrices. Biometrics, 42:805-820.
    • (1986) Biometrics , vol.42 , pp. 805-820
    • Jennrich, R.I.1    Schluchter, M.D.2
  • 10
    • 34247124854 scopus 로고    scopus 로고
    • Advances in group-based trajectory modeling and a SAS procedure for estimating them
    • Jones, B. L., & Nagin, D. S. (2007). Advances in group-based trajectory modeling and a SAS procedure for estimating them. Sociological Methods & Research, 35:542-571.
    • (2007) Sociological Methods & Research , vol.35 , pp. 542-571
    • Jones, B.L.1    Nagin, D.S.2
  • 16
    • 34249962132 scopus 로고
    • Latent curve analysis
    • Meredith, W., & Tisak, J. (1990). Latent curve analysis. Psychometrika, 55:107-122.
    • (1990) Psychometrika , vol.55 , pp. 107-122
    • Meredith, W.1    Tisak, J.2
  • 17
    • 0002031816 scopus 로고    scopus 로고
    • Latent variable mixture modeling
    • G. A. Marcoulides & R. E. Schumacker (Eds.), Mahwah, NJ: Erlbaum
    • Muthén, B. (2001). Latent variable mixture modeling. In G. A. Marcoulides & R. E. Schumacker (Eds.), New developments and techniques in structural equation modeling (pp. 1-33). Mahwah, NJ: Erlbaum.
    • (2001) New developments and techniques in structural equation modeling , pp. 1-33
    • Muthén, B.1
  • 18
    • 8544268508 scopus 로고    scopus 로고
    • Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data
    • D. Kaplan (Ed.), Newbury Park, CA: Sage Publications
    • Muthén, B. O. (2004). Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data. In D. Kaplan (Ed.), Handbook of quantitative methodology for the social sciences (pp. 345-368). Newbury Park, CA: Sage Publications.
    • (2004) Handbook of quantitative methodology for the social sciences , pp. 345-368
    • Muthén, B.O.1
  • 19
    • 0032969449 scopus 로고    scopus 로고
    • Finite mixture modeling with mixture outcomes using the EM algorithm
    • Muthén, B. O., & Shedden, K. (1999). Finite mixture modeling with mixture outcomes using the EM algorithm. Biometrics, 55:463-469.
    • (1999) Biometrics , vol.55 , pp. 463-469
    • Muthén, B.O.1    Shedden, K.2
  • 21
    • 0033441152 scopus 로고    scopus 로고
    • Analyzing developmental trajectories: A semiparametric, group-based approach
    • Nagin, D. S. (1999). Analyzing developmental trajectories: A semiparametric, group-based approach. Psychological Methods, 4:139-177.
    • (1999) Psychological Methods , vol.4 , pp. 139-177
    • Nagin, D.S.1
  • 23
    • 34548536809 scopus 로고    scopus 로고
    • Growth mixture modeling: Identifying and predicting unobserved subpopulations with longitudinal data
    • Wang, M., & Bodner, T. E. (2007). Growth mixture modeling: Identifying and predicting unobserved subpopulations with longitudinal data. Organizational Research Methods, 10:635-656.
    • (2007) Organizational Research Methods , vol.10 , pp. 635-656
    • Wang, M.1    Bodner, T.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.