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Volumn 55, Issue 11, 2011, Pages 3010-3026

Model-based SIR for dimension reduction

Author keywords

Dimension reduction; Mixture modeling; Sliced inverse regression; Summary plots

Indexed keywords

DATA EXAMPLES; DIGIT CLASSIFICATION; DIMENSION REDUCTION; DIMENSION REDUCTION METHOD; FINITE MIXTURES; GAUSSIANS; INVERSE REGRESSION; MIXTURE MODELING; NEW DIMENSIONS; NUMERICAL STUDIES; OZONE CONCENTRATION; REGRESSION FUNCTION; SAMPLE SIZES; SUMMARY PLOTS; VARIANCE ESTIMATION;

EID: 79959758531     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2011.05.006     Document Type: Article
Times cited : (46)

References (33)
  • 1
    • 0027453616 scopus 로고
    • Model-based Gaussian and non-Gaussian clustering
    • J. Banfield, and A.E. Raftery Model-based Gaussian and non-Gaussian clustering Biometrics 49 1993 803 821 (Pubitemid 23298358)
    • (1993) Biometrics , vol.49 , Issue.3 , pp. 803-821
    • Banfield, J.D.1    Raftery, A.E.2
  • 3
    • 33750342111 scopus 로고    scopus 로고
    • Model-based cluster and discriminant analysis with the MIXMOD software
    • DOI 10.1016/j.csda.2005.12.015, PII S0167947305003300
    • C. Biernacki, G. Celeux, G. Govaert, and F. Langrognet Model-based cluster and discriminant analysis with the mixmod software Computational Statistics and Data Analysis 51 2006 587 600 (Pubitemid 44635895)
    • (2006) Computational Statistics and Data Analysis , vol.51 , Issue.2 , pp. 587-600
    • Biernacki, C.1    Celeux, G.2    Govaert, G.3    Langrognet, F.4
  • 5
    • 0029305528 scopus 로고
    • Gaussian parsimonious clustering models
    • G. Celeux, and G. Govaert Gaussian parsimonious clustering models Pattern Recognition 28 1995 781 793
    • (1995) Pattern Recognition , vol.28 , pp. 781-793
    • Celeux, G.1    Govaert, G.2
  • 8
    • 0036284461 scopus 로고    scopus 로고
    • Dimension reduction for conditional mean in regression
    • DOI 10.1214/aos/1021379861
    • R. Cook, and B. Li Dimension reduction for conditional mean in regression Annals of Statistics 30 2 2002 455 474 (Pubitemid 37095361)
    • (2002) Annals of Statistics , vol.30 , Issue.2 , pp. 455-474
    • Cook, R.D.1    Li, B.2
  • 10
    • 20444454672 scopus 로고    scopus 로고
    • Sufficient dimension reduction via inverse regression: A minimum discrepancy approach
    • DOI 10.1198/016214504000001501
    • R.D. Cook, and L. Ni Sufficient dimension reduction via inverse regression: a minimum discrepancy approach Journal of the American Statistical Association 100 470 2005 410 428 (Pubitemid 40816581)
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.470 , pp. 410-428
    • Cook, R.D.1    Ni, L.2
  • 12
    • 0012657603 scopus 로고    scopus 로고
    • Dimension reduction and visualization in discriminant analysis (with discussion)
    • R.D. Cook, and X. Yin Dimension reduction and visualization in discriminant analysis (with discussion) Australian & New Zealand Journal of Statistics 43 2001 147 199 (Pubitemid 33613436)
    • (2001) Australian and New Zealand Journal of Statistics , vol.43 , Issue.2 , pp. 147-199
    • Cook, R.D.1    Yin, X.2
  • 14
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • C. Fraley, and A.E. Raftery How many clusters? Which clustering method? Answers via model-based cluster analysis The Computer Journal 41 1998 578 588
    • (1998) The Computer Journal , vol.41 , pp. 578-588
    • Fraley, C.1    Raftery, A.E.2
  • 15
    • 0035998835 scopus 로고    scopus 로고
    • Model-based clustering, discriminant analysis, and density estimation
    • C. Fraley, and A.E. Raftery Model-based clustering, discriminant analysis, and density estimation Journal of the American Statistical Association 97 458 2002 611 631
    • (2002) Journal of the American Statistical Association , vol.97 , Issue.458 , pp. 611-631
    • Fraley, C.1    Raftery, A.E.2
  • 18
    • 0041753016 scopus 로고
    • On almost linearity of low dimensional projections from high dimensional data
    • P. Hall, and K.-C. Li On almost linearity of low dimensional projections from high dimensional data The Annals of Statistics 21 1993 867 889
    • (1993) The Annals of Statistics , vol.21 , pp. 867-889
    • Hall, P.1    Li, K.-C.2
  • 20
    • 84945116550 scopus 로고
    • Sliced inverse regression for dimension reduction (with discussion)
    • K.C. Li Sliced inverse regression for dimension reduction (with discussion) Journal of the American Statistical Association 86 1991 316 342
    • (1991) Journal of the American Statistical Association , vol.86 , pp. 316-342
    • Li, K.C.1
  • 21
    • 84950441056 scopus 로고
    • On principal hessian directions for data visualization and dimension reduction: Another application of Stein's lemma
    • K.-C. Li On principal hessian directions for data visualization and dimension reduction: another application of Stein's lemma Journal of the American Statistical Association 87 420 1992 1025 1039
    • (1992) Journal of the American Statistical Association , vol.87 , Issue.420 , pp. 1025-1039
    • Li, K.-C.1
  • 22
  • 23
    • 26444566340 scopus 로고    scopus 로고
    • Contour regression: A general approach to dimension reduction
    • DOI 10.1214/009053605000000192
    • B. Li, H. Zha, and F. Chiaromonte Contour regression: a general approach to dimension reduction The Annals of Statistics 33 4 2005 1580 1616 (Pubitemid 41423981)
    • (2005) Annals of Statistics , vol.33 , Issue.4 , pp. 1580-1616
    • Li, B.1    Zha, H.2    Chiaromonte, F.3
  • 26
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team Vienna, Austria, ISBN: 3-900051-07-0. URL
    • R Development Core Team, 2011. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria, ISBN: 3-900051-07-0. URL: http://www.R-project.org.
    • (2011) R Foundation for Statistical Computing
  • 27
    • 38249002469 scopus 로고
    • A note on the multivariate box-Cox transformations to normality
    • S. Velilla A note on the multivariate box-Cox transformations to normality Statistics and Probability Letters 17 1993 441 451
    • (1993) Statistics and Probability Letters , vol.17 , pp. 441-451
    • Velilla, S.1
  • 28
    • 78650845162 scopus 로고    scopus 로고
    • Estimation of inverse mean: An orthogonal series approach
    • Q. Wang, and X. Yin Estimation of inverse mean: an orthogonal series approach Computational Statistics & Data Analysis 55 4 2011 1656 1664
    • (2011) Computational Statistics & Data Analysis , vol.55 , Issue.4 , pp. 1656-1664
    • Wang, Q.1    Yin, X.2
  • 30
    • 21244477445 scopus 로고    scopus 로고
    • Direction estimation in single-index regressions
    • DOI 10.1093/biomet/92.2.371
    • X. Yin, and R.D. Cook Direction estimation in single-index regressions Biometrika 92 2 2005 371 384 (Pubitemid 40937641)
    • (2005) Biometrika , vol.92 , Issue.2 , pp. 371-384
    • Yin, X.1    Cook, R.D.2
  • 31
    • 0037351069 scopus 로고    scopus 로고
    • Feature extraction for nonparametric discriminant analysis
    • DOI 10.1198/1061860031220
    • M. Zhu, and T.J. Hastie Feature extraction for nonparametric discriminant analysis Journal of Computational and Graphical Statistics 12 1 2003 101 120 (Pubitemid 36385265)
    • (2003) Journal of Computational and Graphical Statistics , vol.12 , Issue.1 , pp. 101-120
    • Zhu, M.1    Hastie, T.J.2
  • 32
    • 33745658690 scopus 로고    scopus 로고
    • On sliced inverse regression with high-dimensional covariates
    • DOI 10.1198/016214505000001285
    • L. Zhu, B. Miao, and H. Peng On sliced inverse regression with high-dimensional covariates Journal of the American Statistical Association 101 474 2006 630 643 (Pubitemid 43972304)
    • (2006) Journal of the American Statistical Association , vol.101 , Issue.474 , pp. 630-643
    • Zhu, L.1    Miao, B.2    Peng, H.3
  • 33
    • 33947148667 scopus 로고    scopus 로고
    • On kernel method for sliced average variance estimation
    • L.-P. Zhu, and L.-X. Zhu On kernel method for sliced average variance estimation Journal of Multivariate Analysis 98 5 2007 970 991
    • (2007) Journal of Multivariate Analysis , vol.98 , Issue.5 , pp. 970-991
    • Zhu, L.-P.1    Zhu, L.-X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.