Robust Statistics
The Approach Based on Influence Functions
Published on 17. January 1986
Book
Hardback
528 pages
978-0-471-82921-8 (ISBN)
Description
An introduction to the concepts, theory and applications of robust statistics, providing a comprehensive account of the infinitesimal approach and insight into the robustness properties of existing procedures. The book describes the effect of an outlier on virtually all classical statistical models and covers related notions such as the breakdown point and the change-of-variance functions.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Illustrations
illustrations, bibliography, index
Dimensions
Height: 235 mm
Width: 158 mm
Weight
765 gr
ISBN-13
978-0-471-82921-8 (9780471829218)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Frank R. Hampel | Elvezio M. Ronchetti | Peter J. Rousseeuw
Robust Statistics
The Approach Based on Influence Functions
Book
05/2005
Wiley
€158.50
Shipment within 10-20 days
Content
Introduction and Motivation. One--dimensional Estimators. One--dimensional Tests. Multidimensional Estimators. Estimation of Covariance Matrices and Multivariate Location. Linear Models: Robust Estimation. Linear Models: Robust Testing. Complements and Outlook. References. Index.