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Volumn 73, Issue 4, 2008, Pages 625-646

Regularized finite mixture models for probability trajectories

Author keywords

Finite mixture models; Functional data analysis; Growth mixture models; Latent class analysis; Longitudinal data analysis; Penalized likelihood; Trajectory analysis

Indexed keywords


EID: 62949116856     PISSN: 00333123     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11336-008-9077-9     Document Type: Article
Times cited : (6)

References (32)
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • H. Akaike 1974 A new look at the statistical model identification IEEE Transactions 19 716 723
    • (1974) IEEE Transactions , vol.19 , pp. 716-723
    • Akaike, H.1
  • 4
    • 21644435901 scopus 로고    scopus 로고
    • Bayesian latent variable models for mixed discrete outcomes
    • D.B. Dunson A.H. Herring 2005 Bayesian latent variable models for mixed discrete outcomes Biostatistics 6 1 11 25
    • (2005) Biostatistics , vol.6 , Issue.1 , pp. 11-25
    • Dunson, D.B.1    Herring, A.H.2
  • 7
    • 8744307994 scopus 로고    scopus 로고
    • Multimodel inference: Understanding AIC and BIC in model selection
    • K.B. Burnham D.R. Anderson 2004 Multimodel inference: understanding AIC and BIC in model selection Sociological Methods & Research 33 261 305
    • (2004) Sociological Methods & Research , vol.33 , pp. 261-305
    • Burnham, K.B.1    Anderson, D.R.2
  • 8
    • 4944267519 scopus 로고    scopus 로고
    • New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis
    • J. Fan R. Li 2004 New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis Journal of American Statistical Association 99 710 723
    • (2004) Journal of American Statistical Association , vol.99 , pp. 710-723
    • Fan, J.1    Li, R.2
  • 9
    • 0004606659 scopus 로고    scopus 로고
    • Offending trajectories in a New Zealand cohort
    • D. Fergusson L.J.L. Horwood D.S. Nagin 2000 Offending trajectories in a New Zealand cohort Criminology 38 525 552
    • (2000) Criminology , vol.38 , pp. 525-552
    • Fergusson, D.1    Horwood, L.J.L.2    Nagin, D.S.3
  • 10
    • 62949221387 scopus 로고    scopus 로고
    • Avoiding boundary estimates in latent class analysis by Bayesian posterior mode estimation
    • F. Galindo-Garre J.K. Vermunt 2006 Avoiding boundary estimates in latent class analysis by Bayesian posterior mode estimation Behaviormetrika 33 43 59
    • (2006) Behaviormetrika , vol.33 , pp. 43-59
    • Galindo-Garre, F.1    Vermunt, J.K.2
  • 12
    • 0037199816 scopus 로고    scopus 로고
    • Penalized likelihood approach to estimate a smooth mean curve on longitudinal data
    • H. Jacqmin-Gadda P. Joly D. Commenges C. Binquet G. Chene 2002 Penalized likelihood approach to estimate a smooth mean curve on longitudinal data Statistics in Medicine 21 16 2391 402
    • (2002) Statistics in Medicine , vol.21 , Issue.16 , pp. 2391-402
    • Jacqmin-Gadda, H.1    Joly, P.2    Commenges, D.3    Binquet, C.4    Chene, G.5
  • 14
    • 0030641410 scopus 로고    scopus 로고
    • Key issues in the development of aggression and violence from childhood to early adulthood
    • R. Loeber D. Hay 1997 Key issues in the development of aggression and violence from childhood to early adulthood Annual Review of Psychology 48 371 410
    • (1997) Annual Review of Psychology , vol.48 , pp. 371-410
    • Loeber, R.1    Hay, D.2
  • 16
    • 0032969449 scopus 로고    scopus 로고
    • Finite mixture modeling with mixture outcomes using the em algorithm
    • B. Muthén K. Shedden 1999 Finite mixture modeling with mixture outcomes using the EM algorithm Biometrics 55 2 463 9
    • (1999) Biometrics , vol.55 , Issue.2 , pp. 463-9
    • Muthén, B.1    Shedden, K.2
  • 17
    • 0033441152 scopus 로고    scopus 로고
    • Analyzing developmental trajectories: A semiparametric, group-based approach
    • D.S. Nagin 1999 Analyzing developmental trajectories: a semiparametric, group-based approach Psychological Methods 4 2 139 157
    • (1999) Psychological Methods , vol.4 , Issue.2 , pp. 139-157
    • Nagin, D.S.1
  • 19
    • 0035287985 scopus 로고    scopus 로고
    • Analyzing developmental trajectories of distinct but related behaviors: A group-based method
    • D.S. Nagin R.E. Tremblay 2001 Analyzing developmental trajectories of distinct but related behaviors: a group-based method Psychological Methods 6 1 18 34
    • (2001) Psychological Methods , vol.6 , Issue.1 , pp. 18-34
    • Nagin, D.S.1    Tremblay, R.E.2
  • 20
    • 32044453305 scopus 로고    scopus 로고
    • Selecting mixed-effects models based on a generalized information criterion
    • W.J. Pu X.F. Niu 2006 Selecting mixed-effects models based on a generalized information criterion Journal of Multivariate Analysis 97 733 758
    • (2006) Journal of Multivariate Analysis , vol.97 , pp. 733-758
    • Pu, W.J.1    Niu, X.F.2
  • 22
    • 0001597980 scopus 로고
    • Estimating the mean and covariance structure nonparametrically when the data are curves
    • J.A. Rice B.W. Silverman 1991 Estimating the mean and covariance structure nonparametrically when the data are curves Journal of the Royal Statistical Society B 53 233243
    • (1991) Journal of the Royal Statistical Society B , vol.53 , pp. 233243
    • Rice, J.A.1    Silverman, B.W.2
  • 23
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • G. Schwarz 1978 Estimating the dimension of a model Annals of Statistics 6 461 464
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 26
    • 0000569928 scopus 로고    scopus 로고
    • A linear mixed effects model with heterogeneity in the random effects population
    • G. Verbeke E. Lesaffre 1996 A linear mixed effects model with heterogeneity in the random effects population Journal of the American Statistical Association 91 217 221
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 217-221
    • Verbeke, G.1    Lesaffre, E.2
  • 30
    • 0031488140 scopus 로고    scopus 로고
    • Finite mixtures in confirmatory factor-analysis models
    • Y.F. Yung 1997 Finite mixtures in confirmatory factor-analysis models Psychometrika 62 297 330
    • (1997) Psychometrika , vol.62 , pp. 297-330
    • Yung, Y.F.1
  • 31
    • 0002643518 scopus 로고    scopus 로고
    • The development of alcoholic subtypes: Risk variation among alcoholic families during early childhood years
    • R.A. Zucker D.A. Ellis C.R. Bingham H.E. Fitzgerald 1996 The development of alcoholic subtypes: Risk variation among alcoholic families during early childhood years Alcohol Health & Research World 20 46 54
    • (1996) Alcohol Health & Research World , vol.20 , pp. 46-54
    • Zucker, R.A.1    Ellis, D.A.2    Bingham, C.R.3    Fitzgerald, H.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.