Robust statistics : the approach based on influence functions
著者
書誌事項
Robust statistics : the approach based on influence functions
（Wiley series in probability and mathematical statistics, . Probability and mathematical statistics）
Wiley, c1986
- : hbk.
- : pbk.
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注記
Bibliography: p. 439-464
Includes indexes
内容説明・目次
- 巻冊次
-
: pbk. ISBN 9780471632382
内容説明
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.
目次
- 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.
- 巻冊次
-
: hbk. ISBN 9780471829218
内容説明
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.
目次
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.
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