메뉴 건너뛰기




Volumn 70, Issue 5, 2008, Pages 957-980

Separation measures and the geometry of bayes factor selection for classification

Author keywords

priors; Bayes factors; Classification; Clustering; Non conjugate analyses; Separation measures

Indexed keywords


EID: 53849116462     PISSN: 13697412     EISSN: 14679868     Source Type: Journal    
DOI: 10.1111/j.1467-9868.2008.00664.x     Document Type: Article
Times cited : (10)

References (22)
  • 1
    • 53849110427 scopus 로고    scopus 로고
    • Guided conjugate bayesian clustering for uncovering circadian genes
    • Department of Statistics, University of Warwick, Coventry.
    • Anderson, P. E., Smith, J. Q., Edwards, K. D. Millar, A. J. (2006) Guided conjugate Bayesian clustering for uncovering circadian genes. Technical Report 06-07. Department of Statistics, University of Warwick, Coventry.
    • (2006) Technical Report 06-07
    • Anderson, P.E.1    Smith, J.Q.2    Edwards, K.D.3    Millar, A.J.4
  • 2
    • 0001713234 scopus 로고
    • Product partitions for change point problems
    • Barry, D. Hartigan, J. A. (1992) Product partitions for change point problems. Ann. Statist., 20, 260 279.
    • (1992) Ann. Statist , vol.20 , pp. 260-279
    • Barry, D.1    Hartigan, J.A.2
  • 5
    • 0042306266 scopus 로고    scopus 로고
    • The practical implementation of bayesian model selection
    • Chipman, H. A., George, E. McCulloch, R. E. (2001) The practical implementation of Bayesian model selection. Model Selectn, 38, 1 50.
    • (2001) Model Selectn , vol.38 , pp. 1-50
    • Chipman, H.A.1    George, E.2    McCulloch, R.E.3
  • 7
    • 33645579248 scopus 로고    scopus 로고
    • Hybrid hierarchical clustering with applications to microarray data
    • Chipman, H. Tibshirani, R. (2006) Hybrid hierarchical clustering with applications to microarray data. Biostatistics, 7, 268 285.
    • (2006) Biostatistics , vol.7 , pp. 268-285
    • Chipman, H.1    Tibshirani, R.2
  • 10
    • 18044404766 scopus 로고    scopus 로고
    • Benchmark priors for bayesian model averaging
    • Fernandez, C., Ley, E. Steel, M. J. F. (2001) Benchmark priors for Bayesian model averaging. J. Econometr., 100, 381 427.
    • (2001) J. Econometr , vol.100 , pp. 381-427
    • Fernandez, C.1    Ley, E.2    Steel, M.J.F.3
  • 11
    • 21144473622 scopus 로고
    • Elicitation of prior distributions for variable-selection problems in regression
    • Garthwaite, P. H. Dickey, J. H. (1992) Elicitation of prior distributions for variable-selection problems in regression. Ann. Statist., 20, 1697 1719.
    • (1992) Ann. Statist , vol.20 , pp. 1697-1719
    • Garthwaite, P.H.1    Dickey, J.H.2
  • 12
    • 0004241258 scopus 로고    scopus 로고
    • 2nd edn. London: Chapman and Hall.
    • Gordon, A. (1999) Classification, 2nd edn. London : Chapman and Hall.
    • (1999) Classification
    • Gordon, A.1
  • 14
    • 33645507298 scopus 로고    scopus 로고
    • A quantitative study of gene regulation involved in the immune response of anopheline mosquitoes: An application of Bayesian hierarchical clustering of curves
    • Heard, N. A., Holmes, C. C. Stephens, D. A. (2006) A quantitative study of gene regulation involved in the immune response of anopheline mosquitoes: an application of Bayesian hierarchical clustering of curves. J. Am. Statist. Ass., 101, 18 29.
    • (2006) J. Am. Statist. Ass , vol.101 , pp. 18-29
    • Heard, N.A.1    Holmes, C.C.2    Stephens, D.A.3
  • 16
    • 53849087641 scopus 로고
    • Conflicting information and a class of bivariate heavy-tailed distributions
    • In. eds. P. R. Freeman. A. F. M. Smith. pp. Chichester: Wiley.
    • O'Hagan, A. Le, H. (1994) Conflicting information and a class of bivariate heavy-tailed distributions. In Aspects of Uncertainty (eds P. R. Freeman A. F. M. Smith pp. 311 327. Chichester : Wiley.
    • (1994) Aspects of Uncertainty , pp. 311-327
    • O'Hagan, A.1    Le, H.2
  • 17
    • 0037768643 scopus 로고    scopus 로고
    • Bayesian clustering and product partition models
    • Quintana, F. A. Iglesias, P. L. (2003) Bayesian clustering and product partition models. J. R. Statist. Soc. B, 65, 557 574.
    • (2003) J. R. Statist. Soc. B , vol.65 , pp. 557-574
    • Quintana, F.A.1    Iglesias, P.L.2
  • 18
    • 33644782021 scopus 로고    scopus 로고
    • Functional clustering by bayesian wavelet methods
    • Ray, S. Mallick, B. (2006) Functional clustering by Bayesian wavelet methods. J. R. Statist. Soc. B, 68, 305 332.
    • (2006) J. R. Statist. Soc. B , vol.68 , pp. 305-332
    • Ray, S.1    Mallick, B.2
  • 19
    • 0000824232 scopus 로고    scopus 로고
    • Non-parametric regression using bayesian variable selection
    • Smith, M. Kohn, R. (1996) Non-parametric regression using Bayesian variable selection. J. Econometr., 75, 317 343.
    • (1996) J. Econometr , vol.75 , pp. 317-343
    • Smith, M.1    Kohn, R.2
  • 20
    • 27744518228 scopus 로고    scopus 로고
    • Modelling gene expression over time: Curve clustering with informative prior distributions
    • In. eds. J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith. M. West). Oxford: Oxford University Press.
    • Wakefield, J., Zhou, C. Self, S. (2003) Modelling gene expression over time: curve clustering with informative prior distributions. In Bayesian Statistics 7 (eds J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith M. West). Oxford : Oxford University Press.
    • (2003) Bayesian Statistics 7
    • Wakefield, J.1    Zhou, C.2    Self, S.3
  • 22
    • 0002817906 scopus 로고
    • On assessing prior distributions and bayesian regression analysis with g-prior distributions
    • In. eds. P. K. Goel. A. Zellner. pp. New York: Elsevier.
    • Zellner, A. (1986) On assessing prior distributions and Bayesian regression analysis with g-prior distributions. In Bayesian Inference and Decision Techniques: Essays in Honor or Bruno De Finetti (eds P. K. Goel A. Zellner pp. 233 243. New York : Elsevier.
    • (1986) Bayesian Inference and Decision Techniques: Essays in Honor or Bruno de Finetti , pp. 233-243
    • Zellner, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.