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Staudte, Robert G.

Robust Estimation and Testing

Staudte, Robert G. - Robust Estimation and Testing, ebook

221,70€

Ebook, PDF with Adobe DRM
ISBN: 9781118165492
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An introduction to the theory and methods of robust statistics, providing students with practical methods for carrying out robust procedures in a variety of statistical contexts and explaining the advantages of these procedures. In addition, the text develops techniques and concepts likely to be useful in the future analysis of new statistical models and procedures. Emphasizing the concepts of breakdown point and influence functon of an estimator, it demonstrates the technique of expressing an estimator as a descriptive measure from which its influence function can be derived and then used to explore the efficiency and robustness properties of the estimator. Mathematical techniques are complemented by computational algorithms and Minitab macros for finding bootstrap and influence function estimates of standard errors of the estimators, robust confidence intervals, robust regression estimates and their standard errors. Includes examples and problems.

Keywords: Probability & Mathematical Statistics

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
1990
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Page amount
376 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781118165492
Printed ISBN
9780471855477

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