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Robust Statistics

The Approach Based on Influence Functions, Wiley Series in Probability and Stati

Erschienen am 01.08.2005
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Bibliografische Daten
ISBN/EAN: 9780471735779
Sprache: Englisch
Umfang: 536
Auflage: 1. Auflage

Beschreibung

Inhaltsangabe1. Introduction and Motivation. 2. OneDimensional Estimators. 3. OneDimensional Tests. 4. Multidimensional Estimators. 5. Estimation of Covariance Matrices and Multivariate Location. 6. Linear Models: Robust Estimation. 7. Linear Models: Robust Testing. 8. Complements and Outlook. References. Index.

Autorenportrait

FRANK R. HAMPEL, PhD, is Professor of Statistics in the Department of Mathematics at the Swiss Federal Institute of Technology (ETH) Zurich, Switzerland. ELVEZIO M. RONCHETTI, PhD, is Professor of Statistics in the Department of Econometrics at the University of Geneva in Switzerland. PETER J. ROUSSEEUW, PhD, is Professor in the Department of Mathematics and Computer Science at the University of Antwerp in Belgium. WERNER A. STAHEL, PhD, is Professor at the Swiss Federal Institute of Technology (ETH) Zurich, Switzerland.

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