Robust Regression and Outlier Detection
Author:   Peter J. Rousseeuw (University of Antwerp, Belgium) ,  Annick M. Leroy (Vrije University, Belgium)
Publisher:   John Wiley & Sons Inc
ISBN:  

9780471488552


Pages:   368
Publication Date:   22 September 2003
Format:   Paperback
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

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Robust Regression and Outlier Detection


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Full Product Details

Author:   Peter J. Rousseeuw (University of Antwerp, Belgium) ,  Annick M. Leroy (Vrije University, Belgium)
Publisher:   John Wiley & Sons Inc
Imprint:   Wiley-Interscience
Dimensions:   Width: 15.70cm , Height: 1.60cm , Length: 22.90cm
Weight:   0.474kg
ISBN:  

9780471488552


ISBN 10:   0471488550
Pages:   368
Publication Date:   22 September 2003
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

1. Introduction. 2. Simple Regression. 3. Multiple Regression. 4. The Special Case of One-Dimensional Location. 5. Algorithms. 6. Outlier Diagnostics. 7. Related Statistical Techniques. References. Table of Data Sets.  Index.

Reviews

...a wonderful book about methods of identifying outliers and then developing robust regression. (Journal of Statistical Computation and Simulation, July 2005)


""…a wonderful book about methods of identifying outliers and then developing robust regression."" (Journal of Statistical Computation and Simulation, July 2005)


Author Information

Peter J. Rousseeuw, PhD, is currently a Professor at the University of Antwerp in Belgium. He received his PhD in Statistics in 1981. His research interests include the influence function approach to robust statistics and cluster analysis. Annick M. Leroy is affiliated with Vrije University in Brussels, Belgium.

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