Outliers - Finding and classifying which genuine and which spurious

Computational Statistics

Volumn 15, Issue 1, 2000, Pages 3-12

  Bartkowiak, Anna ^a   Szustalewicz, Adam ^a  

^a UNIVERSITY OF WROC AW   (Poland)

Author keywords

Clustering by angular similarities; Dynamic graphics; Exploratory data analysis; Suspected outliers; The grand tour

Indexed keywords

EID: 0034395380     PISSN: 09434062     EISSN: None     Source Type: Journal    
DOI: 10.1007/s001800050031     Document Type: Article

References (14)

1. Asimov, D. (1985), 'The grand tour: A tool for viewing multidimensional data', SIAM J. of Scientific and Statistical Computations 6, 128-143.
2. Atkinson, A.C. (1994), 'Fast very robust methods for the detection of multiple outliers', Journal of the American Statistical Association 89, 1329-1339.
3. Atkinson, A.C., & Mulira, H.M., (1993), 'The stalactite plot for the detection of outliers', Statistics and Computing 3, 27-35.
4. e Journées de Statistique, 17-21 Mai 1999, Résumés, Grenoble, France, 527-530.
5. Bartkowiak, A. & Szustalewicz, A. (1997), 'Detecting outliers by a grand tour', Machine Graphics & Vision 6(4), 486-505.
6. Bartkowiak, A. & Szustalewicz, A. (1998), 'Watching steps of a grand tour implementation', Machine Graphics & Vision 7(3), 655-680.
7. Billor, N., Hadi, A.S. & Velleman, P. (2000), 'BACON: Blocked adaptive computationally efficient outlier nominators', Computational Statistics & Data Analysis, (in press).
8. Gnanadesikan, J. (1997), Methods for Statistical Data Analysis of Multivariate Observations Wiley, New York. 2nd Edition (1st Edition 1977)
9. Huh, M.Y. & Kim, K. (1997), 'Visualization of multidimensional data using modifications of grand tour', Journal of Computational and Graphical Statistics submitted.
10. Muruzábal, J. & Muñoz, J. (1997), 'On the visualization of outliers via self-organizing maps', Journal of Computational and Graphical Statistics 6, 355-382.
11. Rocke, D.M. & Woodruff, D.L. (1996), 'Identification of outliers in multivariate data', Journal Journal of the American Statistical Association 91, 1047-1061.
12. Swayne, D., Cook, D. & Buja, A. (1991), 'Xgobi: interactive dynamic graphics in the x window system with a link to S', in 'ASA Proceedings of the Section on Statistical Graphics', pp. 1-8.
13. Tierney, L. (1990), LISP-STAT, An Object-Oriented Environment for Statistical Computing and Dynamic Graphics, John Wiley & Sons.
14. Wegman, E.J., Poston, W.L. & Solka, J.L. (1998), Image grand tour. Technical Report no. 150, The Center for Computational Statistics, George Mason University, April 1998, pp. 1-9.