Téléchargez le livre : Robust Estimation and Testing

Robust Estimation and Testing

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Éditeur :

Wiley-Interscience


Collection :

Wiley Series in Probability and Statistics

Paru le : 2011-09-15

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Description
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.
Pages
376 pages
Collection
Wiley Series in Probability and Statistics
Parution
2011-09-15
Marque
Wiley-Interscience
EAN papier
9780471855477
EAN PDF
9781118165492
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
376
Taille du fichier
14531 Ko
Prix
289,02 €

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