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Multivariate Analysis

A New Approach for Detecting Multivariate Outliers

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Pages 1857-1865 | Received 16 Apr 2004, Accepted 17 Feb 2005, Published online: 02 Sep 2006

References

  • Anderson , G. A. ( 1965 ). An asymptotic expansion for the distribution of the latent roots of estimated covariance matrix . Ann. Math. Statist. 36 : 1153 – 1173 .
  • Campbell , N. A. ( 1980 ). Robust procedures in multivariate analysis I: robust covariance estimation . Appl. Statist. 29 : 231 – 237 .
  • Hadi , A. ( 1992 ). Identifying multiple outliers in multivariate data . J.R. Statist. Soc. B 54 : 761 – 771 .
  • Hawkins , D. , Bradu , D. , Kass , V. ( 1984 ). Location of several outliers in multiple-regression data using elemental sets . Technometrics 26 : 197 – 209 .
  • Lopuhä , H. P. , Rousseeuw , P. J. ( 1991 ). Breakdown points of affine equivariant estimators of multivariate location and covariance matrices . Ann. Statist. 19 : 229 – 248 .
  • Reese , M. , Eeckman , F. , Kulp , D. ( 1997 ). Improved splice site detection . Genie. J. Comp. Biol. 4 : 311 – 323 .
  • Rousseeuw , P. J. , van Zomeren , B. C. ( 1990 ). Unmasking multivariate outliers and leverage points . J. Amer. Statist. Assoc. 85 : 633 – 651 .
  • Solovyev , V. V. , Salamov , A. A. , Lawrence , C. B. ( 1994 ). Prediction internal exons by oligonucleotide composition and discriminat analysis of spliceable open reading frames . Nucl. Acids Res. 27 : 248 – 250 . [CROSSREF]
  • Wei , B. C. , Lu , G. B. , Shi , J. Q. ( 1992 ). The Statistical Diagnosis (In Chinese) . Nanjing : Southeast University Publishing House .
  • Yu , J. , Hu , S. N. , Wang , J. ( 2002 ). A draft sequence of the rice genome (Oryza sativa L. ssp. Indica) . Science 296 : 79 – 92 . [PUBMED] [INFOTRIEVE] [CROSSREF]
  • Zhang , M. Q. ( 1997 ). Identification of protein coding regions in the human genome by quadratic discriminant analysis . Proc. Nat. Acad. Sci. USA 94 : 559 – 564 . [CSA] [CROSSREF]

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