메뉴 건너뛰기




Volumn 52, Issue 8, 2008, Pages 3939-3953

The EM algorithm for the extended finite mixture of the factor analyzers model

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; NEWTON-RAPHSON METHOD; RANDOM PROCESSES;

EID: 41249103808     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2008.01.023     Document Type: Article
Times cited : (8)

References (26)
  • 4
    • 22944437410 scopus 로고    scopus 로고
    • Mixtures of factor analyzers: An extension with covariates
    • Fokoué E. Mixtures of factor analyzers: An extension with covariates. The Multivariate Analysis 95 (2005) 370-384
    • (2005) The Multivariate Analysis , vol.95 , pp. 370-384
    • Fokoué, E.1
  • 5
    • 0037262840 scopus 로고    scopus 로고
    • Mixtures of factor analyzers: Bayesian estimation and inference by stochastic simulation
    • Fokoué E., and Titterington D.M. Mixtures of factor analyzers: Bayesian estimation and inference by stochastic simulation. Machine Learning 50 (2003) 73-94
    • (2003) Machine Learning , vol.50 , pp. 73-94
    • Fokoué, E.1    Titterington, D.M.2
  • 6
    • 41249089580 scopus 로고    scopus 로고
    • Frey, B.J., Colmenarez, A., Huang, T.S., 1998. Mixtures of local linear subspaces for face recognition. Computer Vision and Pattern Recognition. Santa Barbara, CA
    • Frey, B.J., Colmenarez, A., Huang, T.S., 1998. Mixtures of local linear subspaces for face recognition. Computer Vision and Pattern Recognition. Santa Barbara, CA
  • 7
    • 84898934543 scopus 로고    scopus 로고
    • Solla S.A., Leen T.K., and Muller K.R. (Eds), MIT Press, Cambridge, MA
    • Ghahrmani Z., and Beal M. In: Solla S.A., Leen T.K., and Muller K.R. (Eds). Variational Inference for Bayesian Mixture of Factor Analyzers. Advances on Neual Information Processing Systems vol. 12 (2000), MIT Press, Cambridge, MA
    • (2000) Advances on Neual Information Processing Systems , vol.12
    • Ghahrmani, Z.1    Beal, M.2
  • 8
    • 41249102917 scopus 로고    scopus 로고
    • Ghahramani, Z., Hinton, G.E., 1997, The EM algorithm for mixtures of factor analyzers. Technical Report CRG-TR-96-1, Dept. of Computer Science, University of Toronto, Toronto, Canada, MSS 1A4
    • Ghahramani, Z., Hinton, G.E., 1997, The EM algorithm for mixtures of factor analyzers. Technical Report CRG-TR-96-1, Dept. of Computer Science, University of Toronto, Toronto, Canada, MSS 1A4
  • 9
    • 0000996386 scopus 로고
    • Maximum likelihood estimation from incomplete data
    • Hartley H. Maximum likelihood estimation from incomplete data. Biometrics 14 (1958) 174-194
    • (1958) Biometrics , vol.14 , pp. 174-194
    • Hartley, H.1
  • 12
    • 0001044972 scopus 로고
    • Finding the observed information matrix when using the EM algorithm
    • Louis T.A. Finding the observed information matrix when using the EM algorithm. Journal of the Royal Statistical Society. Series B 44 (1982) 226-233
    • (1982) Journal of the Royal Statistical Society. Series B , vol.44 , pp. 226-233
    • Louis, T.A.1
  • 13
    • 0030569038 scopus 로고    scopus 로고
    • Metaphor taken as math: Indeterminancy in the factor analysis model
    • Mauran M.D. Metaphor taken as math: Indeterminancy in the factor analysis model. Multivariate Behavioral Research 31 (1996) 517-538
    • (1996) Multivariate Behavioral Research , vol.31 , pp. 517-538
    • Mauran, M.D.1
  • 14
    • 0002297105 scopus 로고
    • Conditional logit analysis of qualitative choice behaviour
    • Zarembka P. (Ed), Academic Press, New York
    • McFadden D. Conditional logit analysis of qualitative choice behaviour. In: Zarembka P. (Ed). Frontiers in Econometrics (1973), Academic Press, New York
    • (1973) Frontiers in Econometrics
    • McFadden, D.1
  • 15
    • 0002293547 scopus 로고
    • Econometric models of probabilistic choice
    • Manski C., and McFadden D. (Eds), MIT Press, Cambridge, MA
    • McFadden D. Econometric models of probabilistic choice. In: Manski C., and McFadden D. (Eds). Structural Analysis of Discrete Data (1981), MIT Press, Cambridge, MA
    • (1981) Structural Analysis of Discrete Data
    • McFadden, D.1
  • 18
    • 0032969449 scopus 로고    scopus 로고
    • Finite mixture modeling with mixture Outcomes using the EM algorithm
    • Muthén B., and Shedden K. Finite mixture modeling with mixture Outcomes using the EM algorithm. Biometrics 55 (1999) 463-469
    • (1999) Biometrics , vol.55 , pp. 463-469
    • Muthén, B.1    Shedden, K.2
  • 21
    • 27144553773 scopus 로고    scopus 로고
    • A multivariate probit latent variable model for analyzing dichotomous responses
    • Song X.Y., and Lee S.Y. A multivariate probit latent variable model for analyzing dichotomous responses. Statistica Sinica 15 (2005) 645-664
    • (2005) Statistica Sinica , vol.15 , pp. 645-664
    • Song, X.Y.1    Lee, S.Y.2
  • 23
    • 0033556788 scopus 로고    scopus 로고
    • Mixtures of probabilistic principal component analyzers
    • Tipping M.E., and Bishop C.M. Mixtures of probabilistic principal component analyzers. Neural Computation 11 (1999) 443-482
    • (1999) Neural Computation , vol.11 , pp. 443-482
    • Tipping, M.E.1    Bishop, C.M.2
  • 24
    • 49449123191 scopus 로고
    • Therelationship between luce's choice axiom, thurstone's theory of comparative judgment, and the double exponential distribution
    • Yellot J.I. Therelationship between luce's choice axiom, thurstone's theory of comparative judgment, and the double exponential distribution. Journal of Mathematical Psychology 15 (1977) 109-144
    • (1977) Journal of Mathematical Psychology , vol.15 , pp. 109-144
    • Yellot, J.I.1
  • 25
    • 0031488140 scopus 로고    scopus 로고
    • Finite mixtures in confirmatory factor analysis models
    • Yung Y.F. Finite mixtures in confirmatory factor analysis models. Psychometrika 62 (1997) 297-330
    • (1997) Psychometrika , vol.62 , pp. 297-330
    • Yung, Y.F.1
  • 26
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • Wu C.F.J. On the convergence properties of the EM algorithm. The Annals of Statistics 11 (1983) 95-103
    • (1983) The Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.