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Robust Regression via Discriminant Analysis

โœ Scribed by A. C. Atkinson and D. R. Cox

Book ID
124280275
Publisher
Oxford University Press
Year
1977
Tongue
English
Weight
501 KB
Volume
64
Category
Article
ISSN
0006-3444

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Linear discriminant analysis (LDA) is a simple but widely used algorithm in the area of pattern recognition. However, it has some shortcomings in that it is sensitive to outliers and limited to linearly separable cases. To solve these problems, in this paper, a non-linear robust variant of LDA, call