A new approach for detecting multivariate outliers

Communications in Statistics - Theory and Methods

Volumn 34, Issue 8, 2005, Pages 1857-1865

  Gao, Shaogen ^a,b   Guoying, L I ^a,b   Wang, Dongqian ^c  

^a CHINESE ACADEMY OF SCIENCES   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^c VICTORIA UNIVERSITY OF WELLINGTON   (New Zealand)

Author keywords

Donor; Mahalanobis distance; MED; Outlier; Robust distance

Indexed keywords

DATA REDUCTION; DNA SEQUENCES; FORECASTING; GENES;

DONOR; MAHALONOBIS DISTANCE; MAX-EIGEN DIFFERENCE (MED); OUTLIERS; ROBUST DISTANCE;

STATISTICAL METHODS;

EID: 24144472504     PISSN: 03610926     EISSN: None     Source Type: Journal    
DOI: 10.1081/STA-200066315     Document Type: Article

References (11)

1. Anderson, G. A. (1965). An asymptotic expansion for the distribution of the latent roots of estimated covariance matrix. Ann. Math. Statist. 36:1153-1173.
2. Campbell, N. A. (1980). Robust procedures in multivariate analysis I: robust covariance estimation. Appl. Statist. 29:231-237.
3. Hadi, A. (1992). Identifying multiple outliers in multivariate data. J.R. Statist. Soc. B 54:761-771.
4. Hawkins, D., Bradu, D., Kass, V. (1984). Location of several outliers in multiple-regression data using elemental sets. Technometrics 26:197-209.
5. Lopuhä, H. P., Rousseeuw, P. J. (1991). Breakdown points of affine equivariant estimators of multivariate location and covariance matrices, Ann. Statist. 19:229-248.
6. Reese, M., Eeckman, F., Kulp, D. (1997). Improved splice site detection. Genie. J. Comp. Biol. 4:311-323.
7. Rousseeuw, P. J., van Zomeren, B. C. (1990). Unmasking multivariate outliers and leverage points. J. Amer. Statist. Assoc. 85:633-651.
8. 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.
9. Wei, B. C., Lu, G. B., Shi, J. Q. (1992). The Statistical Diagnosis (In Chinese). Nanjing: Southeast University Publishing House.
10. Yu, J., Hu, S. N., Wang, J. (2002). A draft sequence of the rice genome (Oryza sativa L. ssp. Indica). Science 296:79-92.
11. 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.