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Volumn 91, Issue 435, 1996, Pages 1047-1061

Identification of Outliers in Multivariate Data

Author keywords

Heuristic search; M estimation; Minimum covariance determinant; S estimation

Indexed keywords


EID: 0030344143     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.1996.10476975     Document Type: Article
Times cited : (272)

References (43)
  • 2
    • 24644446892 scopus 로고
    • Stalactite Plots and Robust Estimation for the Detection of Multivariate Outliers
    • S. Morgenthaler, E. Ronchetti, and W. Stahel, Basel: Birkhäuser
    • Atkinson, A. C. (1993), “Stalactite Plots and Robust Estimation for the Detection of Multivariate Outliers,” in Data Analysis and Robustness, eds. S. Morgenthaler, E. Ronchetti, and W. Stahel, Basel: Birkhäuser.
    • (1993) Data Analysis and Robustness
    • Atkinson, A.C.1
  • 3
    • 21844510157 scopus 로고
    • Fast Very Robust Methods for the Detection of Multiple Outliers
    • Atkinson, A. C. (1994), “Fast Very Robust Methods for the Detection of Multiple Outliers,” Journal of the American Statistical Association, 89, 1329-1339.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 1329-1339
    • Atkinson, A.C.1
  • 4
    • 0002996973 scopus 로고
    • The Stalactite Plot for the Detection of Multiple Outliers
    • Atkinson, A. C., and Mulira, H.-M. (1993), “The Stalactite Plot for the Detection of Multiple Outliers,” Statistics and Computing, 3, 27-35.
    • (1993) Statistics and Computing , vol.3 , pp. 27-35
    • Atkinson, A.C.1    Mulira, H.-M.2
  • 5
    • 21344481802 scopus 로고
    • Asymptotics for the Minimum Covariance Determinant Estimator
    • Butler, R. W., Davies, P. L., and Jhun, M. (1993), “Asymptotics for the Minimum Covariance Determinant Estimator,” The Annals of Statistics, 21, 1385-1400.
    • (1993) The Annals of Statistics , vol.21 , pp. 1385-1400
    • Butler, R.W.1    Davies, P.L.2    Jhun, M.3
  • 6
    • 0001011286 scopus 로고
    • Robust Procedures in Multivariate Analysis I: Robust Covariance Estimation
    • Campbell, N. A. (1980), “Robust Procedures in Multivariate Analysis I: Robust Covariance Estimation,” Applied Statistics, 29, 231-237.
    • (1980) Applied Statistics , vol.29 , pp. 231-237
    • Campbell, N.A.1
  • 7
    • 0001987026 scopus 로고
    • Robust Procedures in Multivariate Analysis II: Robust Canonical Variate Analysis
    • Campbell, N. A. (1982), "Robust Procedures in Multivariate Analysis II: Robust Canonical Variate Analysis,” Applied Statistics, 31, 1-8.
    • (1982) Applied Statistics , vol.31 , pp. 1-8
    • Campbell, N.A.1
  • 9
    • 84973043775 scopus 로고
    • Stability of Principal Component Analysis Studied by the Bootstrap Method
    • Daudin, J. J., Duby, C., and Trecourt, P. (1988), “Stability of Principal Component Analysis Studied by the Bootstrap Method,” Statistics, 19, 241-258.
    • (1988) Statistics , vol.19 , pp. 241-258
    • Daudin, J.J.1    Duby, C.2    Trecourt, P.3
  • 10
    • 0000789842 scopus 로고
    • Asymptotic Behavior of 5-Estimators of Multivariate Location Parameters and Dispersion Matrices
    • Davies, P. L. (1987), "Asymptotic Behavior of 5-Estimators of Multivariate Location Parameters and Dispersion Matrices,” The Annals of Statistics, 15, 1269-1292.
    • (1987) The Annals of Statistics , vol.15 , pp. 1269-1292
    • Davies, P.L.1
  • 14
    • 0000411214 scopus 로고
    • Tabu Search—Part I
    • Glover, F. (1989), ‘Tabu Search—Part I,” ORSA Journal on Computing, 1, 190-206.
    • (1989) ORSA Journal on Computing , vol.1 , pp. 190-206
    • Glover, F.1
  • 15
  • 16
    • 38249017907 scopus 로고
    • On the Cumulants of Affine- Equivariant Estimators in Elliptical Families
    • Griibel, R., and Rocke, D. M. (1990), “On the Cumulants of Affine- Equivariant Estimators in Elliptical Families,” Journal of Multivariate Analysis, 35, 203-222.
    • (1990) Journal of Multivariate Analysis , vol.35 , pp. 203-222
    • Griibel, R.1    Rocke, D.M.2
  • 20
    • 0041667192 scopus 로고
    • A Feasible Solution Algorithm for the Minimum Volume Ellipsoid Estimator
    • Hawkins, D. M. (1993a), “A Feasible Solution Algorithm for the Minimum Volume Ellipsoid Estimator,” Computational Statistics, 9, 95-107.
    • (1993) Computational Statistics , vol.9 , pp. 95-107
    • Hawkins, D.M.1
  • 21
    • 0000559699 scopus 로고
    • The Feasible Solution Algorithm for the Minimum Co-variance Determinant Estimator in Multivariate Data
    • Hawkins, D. M. (1993b), ‘The Feasible Solution Algorithm for the Minimum Co-variance Determinant Estimator in Multivariate Data,” Computational Statistics and Data Analysis, 17, 197-210.
    • (1993) Computational Statistics and Data Analysis , vol.17 , pp. 197-210
    • Hawkins, D.M.1
  • 22
    • 0021482113 scopus 로고
    • Location of Several Outliers in Multiple Regression Data Using Elemental Sets
    • Hawkins, D. M., Bradu, D., and Kass, G. V. (1984), "Location of Several Outliers in Multiple Regression Data Using Elemental Sets” Technometrics, 26, 197-208.
    • (1984) Technometrics , vol.26 , pp. 197-208
    • Hawkins, D.M.1    Bradu, D.2    Kass, G.V.3
  • 24
    • 0001355237 scopus 로고
    • Redescending A/-Estimates of Multivariate Location and Scatter
    • Kent, J. T., and Tyler, D. E. (1991), "Redescending A/-Estimates of Multivariate Location and Scatter,” The Annals of Statistics, 19, 2102-2119.
    • (1991) The Annals of Statistics , vol.19 , pp. 2102-2119
    • Kent, J.T.1    Tyler, D.E.2
  • 25
    • 0001055108 scopus 로고
    • On the Relation Between 5-Estimators and M- Estimators of Multivariate Location and Covariance
    • Lopuhaä, H. P. (1989), "On the Relation Between 5-Estimators and M- Estimators of Multivariate Location and Covariance,” The Annals of Statistics, 17, 1662-1683.
    • (1989) The Annals of Statistics , vol.17 , pp. 1662-1683
    • Lopuhaä, H.P.1
  • 26
    • 0002577876 scopus 로고
    • Highly Efficient Estimators of Multivariate Location With High Breakdown Point
    • Lopuhaä, H. P. (1992), "Highly Efficient Estimators of Multivariate Location With High Breakdown Point,” The Annals of Statistics, 20, 398-413.
    • (1992) The Annals of Statistics , vol.20 , pp. 398-413
    • Lopuhaä, H.P.1
  • 27
    • 0001352378 scopus 로고
    • Breakdown Points of Affine- Equivariant Estimators of Multivariate Location and Covariance Matrices
    • Lopuhaä, H. P., and Rousseeuw, P. J. (1991), “Breakdown Points of Affine- Equivariant Estimators of Multivariate Location and Covariance Matrices,” The Annals of Statistics, 19, 229-248.
    • (1991) The Annals of Statistics , vol.19 , pp. 229-248
    • Lopuhaä, H.P.1    Rousseeuw, P.J.2
  • 28
    • 0002063041 scopus 로고
    • Robust Af-Estimators of Multivariate Location and Scatter
    • Maronna, R. A. (1976), "Robust Af-Estimators of Multivariate Location and Scatter,” The Annals of Statistics, 4, 51-67.
    • (1976) The Annals of Statistics , vol.4 , pp. 51-67
    • Maronna, R.A.1
  • 30
    • 84995007758 scopus 로고
    • Computation of Robust Estimates of Multivariate Location and Shape
    • Rocke, D. M., and Woodruff, D. L. (1993), "Computation of Robust Estimates of Multivariate Location and Shape,” Statistica Neerlandica, 47, 27-42.
    • (1993) Statistica Neerlandica , vol.47 , pp. 27-42
    • Rocke, D.M.1    Woodruff, D.L.2
  • 32
    • 0002564033 scopus 로고
    • Multivariate Estimation With High Breakdown Point
    • W. Grossmann, G. Pflug, I. Vincze, and W. Werz, Dordrecht: Reidel
    • Rousseeuw, P. J. (1985), "Multivariate Estimation With High Breakdown Point,” in Mathematical Statistics and Applications, Volume B, eds. W. Grossmann, G. Pflug, I. Vincze, and W. Werz, Dordrecht: Reidel.
    • (1985) Mathematical Statistics and Applications, Volume B
    • Rousseeuw, P.J.1
  • 36
    • 0001092634 scopus 로고
    • Computing 5-Estimators for Regression and Multivariate Location/Dispersion
    • Ruppert, D. (1992), “Computing 5-Estimators for Regression and Multivariate Location/Dispersion,” Journal of Computational and Graphical Statistics, 1, 253-270.
    • (1992) Journal of Computational and Graphical Statistics , vol.1 , pp. 253-270
    • Ruppert, D.1
  • 38
    • 0001076947 scopus 로고
    • Robustness and Efficiency Properties of Scatter Matrices
    • Tyler, D. E. (1983), "Robustness and Efficiency Properties of Scatter Matrices,” Biometrika, 70, 411-420.
    • (1983) Biometrika , vol.70 , pp. 411-420
    • Tyler, D.E.1
  • 39
    • 0010866537 scopus 로고
    • Some Results on the Existence, Uniqueness, and Compu- tation of the Af-Esti mates of Multivariate Location and Scatter
    • Tyler, D. E. (1988), "Some Results on the Existence, Uniqueness, and Compu- tation of the Af-Esti mates of Multivariate Location and Scatter,” SIAM Journal on Scientific and Statistical Computing, 9, 354-362.
    • (1988) SIAM Journal on Scientific and Statistical Computing , vol.9 , pp. 354-362
    • Tyler, D.E.1
  • 40
    • 0004151603 scopus 로고
    • Some Issues in the Robust Estimation of Multivariate Location and Scatter
    • W. Stahel and S. Wcisberg, New York: Springer-
    • Tyler, D. E. (1991), “Some Issues in the Robust Estimation of Multivariate Location and Scatter,” in Directions in Robust Statistics and Diagnostics Part II, eds. W. Stahel and S. Wcisberg, New York: Springer-Verlag.
    • (1991) Directions in Robust Statistics and Diagnostics Part II
    • Tyler, D.E.1
  • 41
    • 0042348972 scopus 로고
    • Ghost Image Processing for Minimum Covari ance Determinants
    • Woodruff, D. L. (1995), “Ghost Image Processing for Minimum Covari ance Determinants," ORSA Journal on Computing, 7-4, 468-473.
    • (1995) ORSA Journal on Computing , vol.7-4 , pp. 468-473
    • Woodruff, D.L.1
  • 43
    • 21844492457 scopus 로고
    • Computable Robust Estimation of Multivariate Location and Shape in High Dimension Using Compound Estimators
    • Woodruff, D. L., and Rocke, D. M. (1994), "Computable Robust Estimation of Multivariate Location and Shape in High Dimension Using Compound Estimators,” Journal of the American Statistical Association, 89, 888-896.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 888-896
    • Woodruff, D.L.1    Rocke, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.