메뉴 건너뛰기




Volumn 44, Issue 4, 2004, Pages 625-638

Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator

Author keywords

Minimum covariance determinant; Outlier detection; Robust clustering

Indexed keywords

DATA REDUCTION; ESTIMATION; MATRIX ALGEBRA;

EID: 0344513198     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00280-3     Document Type: Article
Times cited : (181)

References (20)
  • 1
    • 21844510157 scopus 로고
    • Fast very robust methods for the detection of multiple outliers
    • Atkinson A. Fast very robust methods for the detection of multiple outliers J. Amer. Statist. Assoc. 89 1994 1329-1339
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 1329-1339
    • Atkinson, A.1
  • 3
    • 0001399709 scopus 로고    scopus 로고
    • Influence function and efficiency of the minimum covariance determinant scatter matrix estimator
    • Croux C. Haesbroeck G. Influence function and efficiency of the minimum covariance determinant scatter matrix estimator J. Multivariate Anal. 71 1999 161-190
    • (1999) J. Multivariate Anal. , vol.71 , pp. 161-190
    • Croux, C.1    Haesbroeck, G.2
  • 5
    • 22844453564 scopus 로고    scopus 로고
    • MCLUST: Software for model-based clustering and discriminant analysis
    • Fraley C. Raftery A. MCLUST: Software for model-based clustering and discriminant analysis J. Classification 16 1999 297-306
    • (1999) J. Classification , vol.16 , pp. 297-306
    • Fraley, C.1    Raftery, A.2
  • 6
    • 0002954125 scopus 로고
    • Robust estimates, residuals, and outlier detection with multiresponse data
    • Gnanadesikan R. Kettenring J. Robust estimates, residuals, and outlier detection with multiresponse data Biometrics 28 1972 81-124
    • (1972) Biometrics , vol.28 , pp. 81-124
    • Gnanadesikan, R.1    Kettenring, J.2
  • 7
    • 0001556356 scopus 로고
    • Identifying multiple outliers in multivariate data
    • Hadi A. Identifying multiple outliers in multivariate data J. Roy. Statist. Soc. B 54 1992 761-771
    • (1992) J. Roy. Statist. Soc. B , vol.54 , pp. 761-771
    • Hadi, A.1
  • 10
    • 0033096776 scopus 로고    scopus 로고
    • Improved feasible solution algorithms for high breakdown estimation
    • Hawkins D. Improved feasible solution algorithms for high breakdown estimation Comput. Statist. Data Anal. 30 1999 1-11
    • (1999) Comput. Statist. Data Anal. , vol.30 , pp. 1-11
    • Hawkins, D.1
  • 11
    • 0001352378 scopus 로고
    • Breakdown of points of affine equivariant estimators of multivariate location and covariance matrices
    • Lopuhaä H. Rousseeuw P. Breakdown of points of affine equivariant estimators of multivariate location and covariance matrices Ann. Statist. 19 1991 229-248
    • (1991) Ann. Statist. , vol.19 , pp. 229-248
    • Lopuhaä, H.1    Rousseeuw, P.2
  • 12
    • 0344133271 scopus 로고
    • The behavior of the Stahel-Donoho robust multivariate estimator
    • Maronna R. Yohai V. The behavior of the Stahel-Donoho robust multivariate estimator J. Amer. Statist. Assoc. 90 1995 330-341
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 330-341
    • Maronna, R.1    Yohai, V.2
  • 13
    • 0001883037 scopus 로고    scopus 로고
    • The emmix software for the fitting of mixtures of normal and t-components
    • McLachlan G. Peel D. Basford K. Adams P. The emmix software for the fitting of mixtures of normal and t-components J. Statist. Software 4 2 1999
    • (1999) J. Statist. Software , vol.4 , Issue.2
    • McLachlan, G.1    Peel, D.2    Basford, K.3    Adams, P.4
  • 14
    • 0030555603 scopus 로고
    • Appropriate critical values when testing for a single multivariate outlier by using the mahalanobis distance
    • Penny K. Appropriate critical values when testing for a single multivariate outlier by using the mahalanobis distance Appl. Statist. 45 1995 73-81
    • (1995) Appl. Statist. , vol.45 , pp. 73-81
    • Penny, K.1
  • 16
    • 0030344143 scopus 로고    scopus 로고
    • Identification of outliers in multivariate data
    • Rocke D. Woodruff D. Identification of outliers in multivariate data J. Amer. Statist. Assoc. 91 1996 1047-1061
    • (1996) J. Amer. Statist. Assoc. , vol.91 , pp. 1047-1061
    • Rocke, D.1    Woodruff, D.2
  • 17
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw P. Least median of squares regression J. Amer. Statist. Assoc. 79 1984 871-880
    • (1984) J. Amer. Statist. Assoc. , vol.79 , pp. 871-880
    • Rousseeuw, P.1
  • 19
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P. VanDriessen K. A fast algorithm for the minimum covariance determinant estimator Technometrics 41 1999 212-223
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.1    VanDriessen, K.2
  • 20
    • 84950439147 scopus 로고
    • Unmasking multivariate outliers and leverage points
    • Rousseeuw P. VanZomeren B. Unmasking multivariate outliers and leverage points J. Amer. Statist. Assoc. 85 1990 633-639
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 633-639
    • Rousseeuw, P.1    VanZomeren, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.