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Robust statistics : theory and methods

Author: Ricardo A Maronna; R Douglas Martin; Víctor J Yohai
Publisher: Chichester, England : J. Wiley, ©2006.
Series: Wiley series in probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Robust statistics sets out to explain the use of robust methods and their theoretical justification. It provides an up-to-date overview of the theory and practical application of robust statistical methods in regression, multivariate analysis, generalized linear models and time series." "Robust Statistics aims to stimulate the use of robust methods as a powerful tool to increase the reliability and accuracy of  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Ricardo A Maronna; R Douglas Martin; Víctor J Yohai
ISBN: 0470010924 9780470010921
OCLC Number: 69672553
Description: xx, 403 pages : illustrations ; 24 cm.
Contents: Location and scale --
Measuring robustness --
Linear regression 1 --
Linear regression 2 --
Multivariate analysis --
Generalized linear models --
Time series --
Numerical algorithms --
Asymptotic theory of M-estimates --
Robust methods in S-plus --
Description of data sets.
Series Title: Wiley series in probability and statistics.
Responsibility: Ricardo A. Maronna, R. Douglas Martin, Víctor J. Yohai.

Abstract:

Robust Statistics fills the need for a solid, up-to-date text that presents a broad overview of the theory of robust statistics, integrated with applications and computing. The book features in-depth  Read more...

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"This book belongs on the desk of every statistician working in robust statistics, and the authors are to be congratulated for providing the profession with a much-needed and valuable resource for Read more...

 
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