Robustness and complex data structures : festschrift in honour of Ursula Gather / Claudia Becker, Roland Fried, Sonja Kuhnt, editors.
This Festschrift in honour of Ursula Gather’s 60th birthday deals with modern topics in the field of robust statistical methods, especially for time series and regression analysis, and with statistical methods for complex data structures. The individual contributions of leading experts provide a tex...
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| Format: | eBook |
| Language: | English |
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Berlin ; New York :
Springer,
©2013.
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Table of Contents:
- Univariate and Multivariate Robust Methods. Multivariate Median / Hannu Oja
- Depth Statistics / Karl Mosler
- Multivariate Extremes: A Conditional Quantile Approach / Marie-Françoise Barme-Delcroix
- High-Breakdown Estimators of Multivariate Location and Scatter / Peter Rousseeuw, Mia Hubert
- Upper and Lower Bounds for Breakdown Points / Christine H. Müller
- The Concept of α-Outliers in Structured Data Situations / Sonja Kuhnt, André Rehage
- Multivariate Outlier Identification Based on Robust Estimators of Location and Scatter / Claudia Becker, Steffen Liebscher, Thomas Kirschstein
- Robustness for Compositional Data / Peter Filzmoser, Karel Hron.