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Volumn , Issue , 2007, Pages 405-424

Model-based clustering and weighted Chinese restaurant processes

Author keywords

Cluster model; Distribution on partitions; Likelihood function; Predictive density; Weighted chinese restaurant processes

Indexed keywords


EID: 85115909188     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1142/9789812708298_0020     Document Type: Chapter
Times cited : (3)

References (36)
  • 2
    • 0027453616 scopus 로고
    • Model-based Gaussian and Non-Gaussian Clustering
    • BANFIELD, J. D. AND RAFTERY, A. E. (1993). Model-based Gaussian and Non-Gaussian Clustering. Biometrics, 49, 803-821
    • (1993) Biometrics , vol.49 , pp. 803-821
    • Banfield, J.D.1    Raftery, A.E.2
  • 3
    • 0001713234 scopus 로고
    • Product partition models for change point problems
    • BARRY, D. AND HARTIGAN, J. A. (1992). Product partition models for change point problems. The Annals of Statistics, 20, 260-279
    • (1992) The Annals of Statistics , vol.20 , pp. 260-279
    • Barry, D.1    Hartigan, J.A.2
  • 4
    • 0037361675 scopus 로고    scopus 로고
    • Marginal likelihood and Bayes factors for Dirichlet process mixture models
    • BASU, S. AND CHIB, S. (2003). Marginal likelihood and Bayes factors for Dirichlet process mixture models. Journal of the American Statistical Association, 98, 224-235
    • (2003) Journal of the American Statistical Association , vol.98 , pp. 224-235
    • Basu, S.1    Chib, S.2
  • 5
    • 35348981063 scopus 로고    scopus 로고
    • Bayesian Classifications
    • University of Toronto, Canada. Available at
    • BRUNNER, L. J. AND LO, A. Y. (1999). Bayesian Classifications. Preprint. University of Toronto, Canada. Available at http://www.erin.utoronto.ca/~jbrunner/papers/BayesClass.pdf
    • (1999) Preprint
    • Brunner, L.J.1    Lo, A.Y.2
  • 6
    • 85115938406 scopus 로고    scopus 로고
    • Unsupervised Learning and Cluster Analysis
    • ISMT Department, The University of Science and Technology, Hong Kong
    • CABRERA, J., LAU, J. W. AND LO, A. Y. (2005). Unsupervised Learning and Cluster Analysis. Research Report, ISMT Department, The University of Science and Technology, Hong Kong.
    • (2005) Research Report
    • Cabrera, J.1    Lau, J.W.2    Lo, A.Y.3
  • 10
  • 14
    • 0004241258 scopus 로고    scopus 로고
    • 2nd edition. Chapman & Hall
    • GORDON, A. D. (1999). Classification, 2nd edition. Chapman & Hall
    • (1999) Classification
    • Gordon, A.D.1
  • 16
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • HASTINGS, W. K. (1970). Monte Carlo sampling methods using Markov chains and their applications. Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 17
    • 0346338291 scopus 로고    scopus 로고
    • Generalized weighted Chinese restaurant processes for species sampling models
    • ISHWARAN, H. AND JAMES, L. F. (2003a). Generalized weighted Chinese restaurant processes for species sampling models. Statisica Sinica, 13, 1211-1235.
    • (2003) Statisica Sinica , vol.13 , pp. 1211-1235
    • Ishwaran, H.1    James, L.F.2
  • 18
    • 24344452190 scopus 로고    scopus 로고
    • Some further developments for stick-breaking priors: Finite and infinite clustering and classification
    • ISHWARAN, H. AND JAMES, L. F. (2003b). Some further developments for stick-breaking priors: finite and infinite clustering and classification. Sankhya Series A, 65, 577-592.
    • (2003) Sankhya Series A , vol.65 , pp. 577-592
    • Ishwaran, H.1    James, L.F.2
  • 21
    • 26444603040 scopus 로고    scopus 로고
    • Bayesian Poisson process partition calculus with an application to Bayesian Levy moving averages
    • JAMES, L. F. (2005). Bayesian Poisson process partition calculus with an application to Bayesian Levy moving averages. The Annals of Statistics, 33, 1771-1799.
    • (2005) The Annals of Statistics , vol.33 , pp. 1771-1799
    • James, L.F.1
  • 23
    • 85115919576 scopus 로고    scopus 로고
    • Bayesian Mixture of Autoregressive Models
    • ISMT Department, Hong Kong University of Science and Technology, Hong Kong
    • LAU, J. W. AND So, M. K. P. (2004). Bayesian Mixture of Autoregressive Models. Research Report. ISMT Department, Hong Kong University of Science and Technology, Hong Kong.
    • (2004) Research Report
    • Lau, J.W.1    So, M.K.P.2
  • 24
    • 0001876649 scopus 로고
    • On a class of Bayesian nonparametric estimates: I. Density estimates
    • LO, A. Y. (1984). On a class of Bayesian nonparametric estimates: I. Density estimates. The Annals of Statistics, 12, 351-357.
    • (1984) The Annals of Statistics , vol.12 , pp. 351-357
    • Lo, A.Y.1
  • 26
    • 33747844071 scopus 로고    scopus 로고
    • Weighted Chinese restaurant processes
    • World Scientific Publishing Co
    • LO, A. Y. (2005). Weighted Chinese restaurant processes. COSMOS, 1, 59-63. World Scientific Publishing Co..
    • (2005) COSMOS , vol.1 , pp. 59-63
    • Lo, A.Y.1
  • 27
    • 0347516377 scopus 로고    scopus 로고
    • Weighted Chinese restaurant processes and Bayesian mixture models
    • ISMT Department, The University of Science and Technology, Hong Kong. Available at
    • LO, A. Y., BRUNNER, L. J. AND CHAN, A. T. (1996). Weighted Chinese restaurant processes and Bayesian mixture models. Research Report, ISMT Department, The University of Science and Technology, Hong Kong. Available at http://www.erin.utoronto.ca/~jbrunner/papers/wcr96.pdf
    • (1996) Research Report
    • Lo, A.Y.1    Brunner, L.J.2    Chan, A.T.3
  • 29
    • 0003981320 scopus 로고
    • 4th Ed., Springer-Verlag, New York-Berlin-Heidelberg
    • LOEVE, M. (1977). Probability Theory. Vol. II, 4th Ed., Springer-Verlag, New York-Berlin-Heidelberg.
    • (1977) Probability Theory , vol.2
    • Loeve, M.1
  • 32
    • 0005193926 scopus 로고    scopus 로고
    • Exact sampling with coupled Markov chains and applications to statistical mechanics
    • PROPP, J. AND WILSON, D. (1996). Exact sampling with coupled Markov chains and applications to statistical mechanics. Random structure and algorithm, 9, 223-252.
    • (1996) Random structure and algorithm , vol.9 , pp. 223-252
    • Propp, J.1    Wilson, D.2
  • 34
    • 0001340183 scopus 로고
    • Clustering methods based on likelihood ratio criterteria
    • SCOTT, A. J. AND SYMONS, M. J. (1971). Clustering methods based on likelihood ratio criterteria. Biometrics, 27, 387-397
    • (1971) Biometrics , vol.27 , pp. 387-397
    • Scott, A.J.1    Symons, M.J.2
  • 35
    • 0002643871 scopus 로고
    • Clustering criteria and multivariate normal mixtures
    • SYMONS, M. J. (1981). Clustering criteria and multivariate normal mixtures. Biometrics, 37, 35-43
    • (1981) Biometrics , vol.37 , pp. 35-43
    • Symons, M.J.1
  • 36
    • 0012393308 scopus 로고
    • Pattern clustering by multivariate mixture analysis
    • WOLFE, J. H. (1970). Pattern clustering by multivariate mixture analysis. Multivariate Behavioral Research, 5, 329-350
    • (1970) Multivariate Behavioral Research , vol.5 , pp. 329-350
    • Wolfe, J.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.