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Volumn , Issue , 2009, Pages 53-71

Model based penalized clustering for multivariate data

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EID: 79958832953     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1142/9789812838247_0003     Document Type: Chapter
Times cited : (1)

References (24)
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    • Bernardo, J.M.1
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    • Fisher, R.A. The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7:179-188, 1936.
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    • Fisher, R.A.1
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    • Markov Chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling
    • Jasra, A., C. C. Holmes, and D. A. Stephens. Markov Chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling. Statistical Science, 20:50-67, 2005.
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    • Jasra, A.1    Holmes, C.C.2    Stephens, D.A.3
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    • An algorithm for unsupervised learning via normal mixture models
    • D. L. Dowe, K. B. Korb, and J. J. Oliver, editors, Singapore: World Scientific
    • McLachlan, G. and D. Peel. An algorithm for unsupervised learning via normal mixture models. In D. L. Dowe, K. B. Korb, and J. J. Oliver, editors, ISIS: Information, Statistics and Induction in Science, pages 354-363. Singapore: World Scientific, 1996.
    • (1996) ISIS: Information, Statistics and Induction in Science , pp. 354-363
    • McLachlan, G.1    Peel, D.2
  • 15
    • 85116539973 scopus 로고    scopus 로고
    • MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models
    • McLachlan, G. and D. Peel. MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models. In Journal of Statistical Software, volume 4, pages 553-557, 1998.
    • (1998) Journal of Statistical Software , vol.4 , pp. 553-557
    • McLachlan, G.1    Peel, D.2
  • 18
    • 15944412514 scopus 로고    scopus 로고
    • BClass: A Bayesian approach based on mixture models for clustering and classification of heterogeneous biological data
    • Medrano-Soto, A. J. A. Christen, and J. Collado-Vides. BClass: A Bayesian approach based on mixture models for clustering and classification of heterogeneous biological data. Journal of Statistical Graphics, 13:398-409, 2005.
    • (2005) Journal of Statistical Graphics , vol.13 , pp. 398-409
    • Medrano-Soto, A.1    Christen, J.A.2    Collado-Vides, J.3
  • 20
    • 18244378520 scopus 로고    scopus 로고
    • On Bayesian analysis of mixtures with an unknown number of components
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    • Richardson, S. and P. J. Green. On Bayesian analysis of mixtures with an unknown number of components. Journal of the Royal Statistical Society, B, 59:731-792, 1997.
    • (1997) Journal of the Royal Statistical Society , vol.59 , pp. 731-792
    • Richardson, S.1    Green, P.J.2
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    • Statistical mechanics and phase transitions in clustering
    • Rose, K., E. Gurewitz, and G. Fox. Statistical mechanics and phase transitions in clustering. Physical Review Letters, 65:945-948, 1990.
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    • Rose, K.1    Gurewitz, E.2    Fox, G.3
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    • Dealing with label-switching in mixture models
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    • Stephens. M., Dealing with label-switching in mixture models. Journal of the Royal Statistical Society, B, 62:795-809, 2000.
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    • Stephens, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.