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Volumn 13, Issue 2, 2004, Pages 151-166

A likelihood-based constrained algorithm for multivariate normal mixture models

Author keywords

EM algorithm; Likelihood; Missing data; Mixture models

Indexed keywords


EID: 34247898329     PISSN: 16182510     EISSN: 1613981X     Source Type: Journal    
DOI: 10.1007/s10260-004-0092-4     Document Type: Article
Times cited : (60)

References (20)
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    • Domma, F.1    Ingrassia, S.2
  • 5
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    • A constrained formulation of maximum-likelihood estimation for normal mixture distributions
    • Hathaway RJ (1985) A constrained formulation of maximum-likelihood estimation for normal mixture distributions. The Annals of Statistics 13: 795-800
    • (1985) The Annals of Statistics , vol.13 , pp. 795-800
    • Hathaway, R.J.1
  • 8
    • 0005013362 scopus 로고
    • A comparison between the simulated annealing and the EM algorithms in normal mixture decompositions
    • Ingrassia S (1992) A comparison between the simulated annealing and the EM algorithms in normal mixture decompositions. Statistics and Computing 2: 203-211
    • (1992) Statistics and Computing , vol.2 , pp. 203-211
    • Ingrassia, S.1
  • 10
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the EM algorithm
    • Jordan MI, Jacobs RA (1994) Hierarchical mixtures of experts and the EM algorithm. Neural Computation 3: 79-97
    • (1994) Neural Computation , vol.3 , pp. 79-97
    • Jordan, M.I.1    Jacobs, R.A.2
  • 11
    • 0001213803 scopus 로고
    • Discrete parameter variation: Efficient estimation of a switching regression model
    • Kiefer NM (1978) Discrete parameter variation: efficient estimation of a switching regression model. Econometrica 46: 427-434
    • (1978) Econometrica , vol.46 , pp. 427-434
    • Kiefer, N.M.1
  • 12
    • 0000284439 scopus 로고
    • Consistency of the maximum likelihood estimator in the presence of infinitely many incidental parameters
    • Kiefer J, Wolfowitz J (1956) Consistency of the maximum likelihood estimator in the presence of infinitely many incidental parameters. Annals of Mathematical Statistics 27: 888-906
    • (1956) Annals of Mathematical Statistics , vol.27 , pp. 888-906
    • Kiefer, J.1    Wolfowitz, J.2
  • 15
    • 0000704344 scopus 로고
    • Maximum likelihood estimation for mixed continuous and categorial data with missing values
    • Little RJA, Schluchter MD (1985) Maximum likelihood estimation for mixed continuous and categorial data with missing values. Biometrika 72: 497-512
    • (1985) Biometrika , vol.72 , pp. 497-512
    • Little, R.J.A.1    Schluchter, M.D.2
  • 18
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner RA, Walker HF (1984) Mixture densities, maximum likelihood and the EM algorithm. SIAM Reviews 46: 195-239
    • (1984) SIAM Reviews , vol.46 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.