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Robust Regression and Outlier Detection.by Peter J. Rousseeuw; Annick M. Leroy

✍ Scribed by Review by: Karen Kafadar


Book ID
125224040
Publisher
American Statistical Association
Year
1989
Tongue
English
Weight
654 KB
Volume
84
Category
Article
ISSN
0162-1459

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The book deals with the problem of fitting a line or hyperplane to data in the presence of outliers. Outliers are a severe problem in many practical applications. This holds in particular for regression methods since the classical method for regression, the least squares method, is very sensitive wi