Robust Statistics

The Approach Based on Influence Functions

Frank R. Hampel, Elvezio M. Ronchetti, Peter J. Rousseeuw, Werner A. Stahel (Autoren)

Buch | Hardcover

528 Seiten

1986
John Wiley & Sons Inc (Verlag)
978-0-471-82921-8 (ISBN)

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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.

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.

Erscheint lt. Verlag	19.2.1986
Reihe/Serie	Probability & Mathematical Statistics S.
Zusatzinfo	illustrations, bibliography, index
Verlagsort	New York
Sprache	englisch
Maße	158 x 235 mm
Gewicht	765 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	0-471-82921-8 / 0471829218
ISBN-13	978-0-471-82921-8 / 9780471829218
Zustand	Neuware