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Volumn 45, Issue 2, 2004, Pages 301-320

Fast and robust discriminant analysis

Author keywords

Classification; Discriminant analysis; MCD estimator; Robust statistics

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION; NORMAL DISTRIBUTION; POPULATION STATISTICS; PROBABILITY;

EID: 1142304584     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00299-2     Document Type: Article
Times cited : (176)

References (19)
  • 1
    • 0026610594 scopus 로고
    • Integrating a high breakdown option into discriminant analysis in exploration geochemistry
    • Chork C.Y. Rousseeuw P.J. Integrating a high breakdown option into discriminant analysis in exploration geochemistry J. Geochem. Explor. 43 1992 191-203
    • (1992) J. Geochem. Explor. , vol.43 , pp. 191-203
    • Chork, C.Y.1    Rousseeuw, P.J.2
  • 2
    • 0035729565 scopus 로고    scopus 로고
    • Robust linear discriminant analysis using S-estimators
    • Croux C. Dehon C. Robust linear discriminant analysis using S-estimators Canad. J. Statist. 29 2001 473-492
    • (2001) Canad. J. Statist. , vol.29 , pp. 473-492
    • Croux, C.1    Dehon, C.2
  • 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 2 1999 161-190
    • (1999) J. Multivariate Anal. , vol.71 , Issue.2 , pp. 161-190
    • Croux, C.1    Haesbroeck, G.2
  • 4
    • 0004325962 scopus 로고
    • A stepwise discriminant analysis program using density estimation
    • G. Bruckmann, F. Ferschl, & L. Schmetterer (Eds.), Vienna: Physica-Verlag
    • Habbema J.D.F. Hermans J. Van den Broeck K. A stepwise discriminant analysis program using density estimation Bruckmann G. Ferschl F. Schmetterer L. Proceedings in Computational Statistics 1974 101-110 Physica-Verlag Vienna
    • (1974) Proceedings in Computational Statistics , pp. 101-110
    • Habbema, J.D.F.1    Hermans, J.2    Van den Broeck, K.3
  • 6
    • 0031499747 scopus 로고    scopus 로고
    • High-breakdown linear discriminant analysis
    • Hawkins D.M. McLachlan G.J. High-breakdown linear discriminant analysis J. Amer. Statist. Assoc. 92 437 1997 136-143
    • (1997) J. Amer. Statist. Assoc. , vol.92 , Issue.437 , pp. 136-143
    • Hawkins, D.M.1    McLachlan, G.J.2
  • 7
    • 0011908457 scopus 로고    scopus 로고
    • High breakdown estimation for multiple populations with applications to discriminant analysis
    • He X. Fung W.K. High breakdown estimation for multiple populations with applications to discriminant analysis J. Multivariate Anal. 72 2 2000 151-162
    • (2000) J. Multivariate Anal. , vol.72 , Issue.2 , pp. 151-162
    • He, X.1    Fung, W.K.2
  • 11
    • 84879799188 scopus 로고
    • Estimation of error rates in discriminant analysis
    • Lachenbruch P.A. Mickey M.R. Estimation of error rates in discriminant analysis Technometrics 10 1968 1-11
    • (1968) Technometrics , vol.10 , pp. 1-11
    • Lachenbruch, P.A.1    Mickey, M.R.2
  • 13
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw P.J. Least median of squares regression J. Amer. Statist. Assoc. 79 388 1984 871-880
    • (1984) J. Amer. Statist. Assoc. , vol.79 , Issue.388 , pp. 871-880
    • Rousseeuw, P.J.1
  • 14
    • 0002564033 scopus 로고
    • Multivariate estimation with high breakdown point
    • Grossman, W., Pflug, G., Vincze, I., Wertz, W. (Eds.), Reidel, Dordrecht
    • Rousseeuw, P.J., 1985. Multivariate estimation with high breakdown point. In: Grossman, W., Pflug, G., Vincze, I., Wertz, W. (Eds.), Mathematical Statistics and Applications, Vol. B. Reidel, Dordrecht, pp. 283-297.
    • (1985) Mathematical Statistics and Applications , vol.B , pp. 283-297
    • Rousseeuw, P.J.1
  • 16
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P.J. Van Driessen K. A fast algorithm for the minimum covariance determinant estimator Technometrics 41 3 1999 212-223
    • (1999) Technometrics , vol.41 , Issue.3 , pp. 212-223
    • Rousseeuw, P.J.1    Van Driessen, K.2
  • 17
    • 84950439147 scopus 로고
    • Unmasking multivariate outliers and leverage points
    • Rousseeuw P.J. Van Zomeren B.C. Unmasking multivariate outliers and leverage points J. Amer. Statist. Assoc. 85 411 1990 633-639
    • (1990) J. Amer. Statist. Assoc. , vol.85 , Issue.411 , pp. 633-639
    • Rousseeuw, P.J.1    Van Zomeren, B.C.2
  • 18
    • 0001512292 scopus 로고
    • Robust regression by means of S-estimators
    • J. Franke, W. Härdle, & R. D. Martin (Eds.), New York: Springer
    • Rousseeuw P.J. Yohai V. Robust regression by means of S-estimators Franke J. Härdle W. Martin R.D. Robust and Nonlinear Time Series Analysis Lecture Notes in Statistics Vol. 26 1984 256-272 Springer New York
    • (1984) Robust and Nonlinear Time Series Analysis , vol.26 , pp. 256-272
    • Rousseeuw, P.J.1    Yohai, V.2
  • 19
    • 0001092634 scopus 로고
    • Computing S estimators for regression and multivariate location/dispersion
    • Ruppert D. Computing S estimators for regression and multivariate location/dispersion J. Comput. Graphical Statist. 1 1992 253-270
    • (1992) J. Comput. Graphical Statist. , vol.1 , pp. 253-270
    • Ruppert, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.