Robust statistics : the approach based on influence functions
Author(s)
Bibliographic Information
Robust statistics : the approach based on influence functions
(Wiley series in probability and mathematical statistics, . Probability and mathematical statistics)
Wiley, c1986
- : hbk.
- : pbk.
Available at 91 libraries
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Note
Bibliography: p. 439-464
Includes indexes
Description and Table of Contents
- Volume
-
: pbk. ISBN 9780471632382
Description
A complete, balanced introduction to the concepts, theory and applications of robust statistics, this book provides a comprehensive account of the infinitesimal approach and offers insight into the robustness properties of existing procedures. It 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. The cloth edition of this book was published in February 1986.
Table of Contents
- Introduction and Motivation
- Exercises and Problems
- The Breakdown Point and Qualitative Robustness
- One- Dimensional Tests
- Multi-Dimensional Estimators
- Estimation of Co-Variance Matrices and Multivariate Location
- Linear Models: Robust Estimation
- Linear Models: Robust Testing
- Complements and Outlook
- Index.
- Volume
-
: hbk. ISBN 9780471829218
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.
Table of Contents
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.
by "Nielsen BookData"