The Forward Search and Data Visualisation

Computational Statistics

Volumn 19, Issue 1, 2004, Pages 29-54

  Atkinson, Anthony C ^a   Riani, Marco ^b  

^a LONDON SCHOOL OF ECONOMICS   (United Kingdom)

^b UNIVERSITY OF PARMA   (Italy)

Author keywords

Clustering; Forward plot; Graphics for multivariate data; Mahalanobis distance; Outliers; Power transformation; Robustness; Very robust methods

Indexed keywords

EID: 1542508716     PISSN: 09434062     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02915275     Document Type: Conference Paper

References (11)

1. Atkinson, A. C. and M. Riani (2000). Robust Diagnostic Regression Analysis. New York: Springer-Verlag.
2. Atkinson, A. C. and M. Riani (2002). Tests in the fan plot for robust, diagnostic transformations in regression. Chemometrics and Intelligent Laboratory Systems 60, 87-100.
3. Atkinson, A. C., M. Riani, and A. Cerioli (2003). The Forward Search and Multivariate Data Analysis. New York: Springer-Verlag. (In preparation).
4. Box, G. E. P. and D. R. Cox (1964). An analysis of transformations (with discussion). Journal of the Royal Statistical Society, Series B 26, 211-246.
5. Daudin, J. J., C. Duby, and P. Trecourt (1988). Stability of principal component analysis studied by the bootstrap method. Statistics 19, 241-258.
6. Flury, B. and H. Riedwyl (1988). Multivariate Statistics: A Practical Approach. London: Chapman and Hall.
7. Fraley, C. and A. E. Raftery (1998). How many clusters? Which clustering method? - Answers via model-based cluster analysis. Computer Journal 41, 578-588.
8. Reaven, G. M. and R. G. Miller (1979). An attempt to define the nature of chemical diabetes using a multidimensional analysis. Diabetologia 16, 17-24.
9. Riani, M. and A. C. Atkinson (2000). Robust diagnostic data analysis: Transformations in regression (with discussion). Technometrics 42, 384-398.
10. Riani, M. and A. C. Atkinson (2001). A unified approach to outliers, influence and transformations in discriminant analysis. Journal of Computational and Graphical Statistics 10, 513-544.
11. Zani, S., M. Riani, and A. Corbellini (1998). Robust bivariate boxplots and multiple outlier detection. Computational Statistics and Data Analysis 28, 257-270.