REFERENCES
- Anderson , W. and Bahadur , R. R. 1962 . “Classification Into Two Multivariate Normal Distributions With Different Covariance Matrices,” . The Annals of Mathematical Statistics , 33 : 420 – 431 .
- Bishop , C. M. 2006 . Pattern Recognition and Machine Learning , New York : Springer .
- Croux , C. , Filzmoser , P. and Joossens , K. 2008 . “Classification Efficiencies for Robust Linear Discriminant Analysis,” . Statistica Sinica , 18 : 581 – 599 .
- Devroye , L. , Györfi , L. and Lugosi , G. 1996 . A Probabilistic Theory of Pattern Recognition , New York : Springer .
- Fisher , R. A. 1936 . “The Use of Multiple Measurements in Taxonomic Problems,” . Annals of Eugenics , 7 : 179 – 188 .
- Friedman , J. H. 1989 . “Regularized Discriminant Analysis,” . Journal of the American Statistical Association , 84 : 165 – 175 .
- Gilbert , E. S. 1969 . “The Effect of Unequal Variance-Covariance Matrices on Fisher's Linear Discriminant Function,” . Biometrics , 25 : 505 – 515 .
- Hand , D. J. 2006 . “Classifier Technology and the Illusion of Progress,” . Statistical Science , 21 : 1 – 14 .
- Hastie , T. , Tibshirani , R. and Friedman , J. 2001 . The Elements of Statistical Learning: Data Mining, Inference and Prediction , New York : Springer .
- Hubert , M. and van Driessen , K. 2004 . “Fast and Robust Discriminant Analysis,” . Computational Statistics and Data Analysis , 45 : 301 – 320 .
- Joossens , K. and Croux , C. 2004 . “Empirical Comparison of the Classification Performance of Robust Linear and Quadratic Discriminant Analysis,” . In Theory and Applications of Recent Robust Methods , Edited by: Hubert , M. 131 – 140 . Basel, , Switzerland : Birkhäuser .
- Kotz , S. , Balakrishnan , N. and Johnson , N. L. 2000 . Continuous Multivariate Distributions, Volume 1, Models and Applications (2nd ed.) , New York : Wiley .
- Rousseeuw , P. J. 1985 . “Multivariate Estimation With High Breakdown Point,” . In Mathematical Statistics and Applications (vol. B) , Edited by: Grossmann , W. 283 – 297 . Dordrecht , , The Netherlands : Reidel .
- Rousseeuw , P. J. , Croux , C. , Todorov , V. , Ruckstuhl , A. , Salibian-Barrera , M. , Verbeke , T. , Koller , M. and Maechler , M. 2011 . “Robustbase: Basic Robust Statistics,” . R package version 0.7-6. Available at http://CRAN.R-project.org/package=robustbase
- Rousseeuw , P. J. and van Driessen , K. 1999 . “A Fast Algorithm for the Minimum Covariance Determinant Estimator,” . Technometrics , 41 : 212 – 223 .
- Velilla , S. and Hernández , A. 2005 . “On the Consistency of Linear and Quadratic Discriminant Analysis,” . Journal of Multivariate Analysis , 96 : 219 – 236 .
- Weihs , C. , Ligges , U. , Luebke , K. and Raabe , N. 2005 . “klaR Analyzing German Business Cycles,” . In Data Analysis and Decision Support , Edited by: Baier , D. , Decker , R. and Schmidt-Thieme , L. 335 – 343 . Berlin : Springer-Verlag .