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Robustness and complex data structures : festschrift in honour of Ursula Gather

Author: Claudia Becker; Roland Fried; Sonja Kuhnt; Ursula Gather
Publisher: Berlin ; New York : Springer, ©2013.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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 textbook-style overview of the topic, supplemented by current research results and questions. The statistical theory and  Read more...
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Details

Genre/Form: Electronic books
Additional Physical Format: Erscheint auch als:
Becker, Claudia. Robustness and Complex Data Structures .
Festschrift in Honour of Ursula Gather
Druck-Ausgabe
Named Person: Ursula Gather
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Claudia Becker; Roland Fried; Sonja Kuhnt; Ursula Gather
ISBN: 9783642354946 3642354947 3642354939 9783642354939
OCLC Number: 841765735
Description: 1 online resource (x, 379 pages) : illustrations
Contents: Regression and Time Series Analysis. Least Squares Estimation in High Dimensional Sparse Heteroscedastic Models / Holger Dette, Jens Wagener --
Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression / Susanne Konrath, Ludwig Fahrmeir, Thomas Kneib --
Robust Change Point Analysis / Marie Hušková --
Robust Signal Extraction from Time Series in Real Time / Matthias Borowski, Roland Fried, Michael Imhoff --
Robustness in Time Series: Robust Frequency Domain Analysis / Bernhard Spangl, Rudolf Dutter --
Robustness in Statistical Forecasting / Yuriy Kharin --
Finding Outliers in Linear and Nonlinear Time Series / Pedro Galeano, Daniel Peña. Complex Data Structures. Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods / Andreas Christmann, Matías Salibián-Barrera, Stefan Van Aelst --
Some Machine Learning Approaches to the Analysis of Temporal Data / Katharina Morik --
Correlation, Tail Dependence and Diversification / Dietmar Pfeifer --
Evidence for Alternative Hypotheses / Stephan Morgenthaler, Robert G. Staudte --
Concepts and a Case Study for a Flexible Class of Graphical Markov Models / Nanny Wermuth, David R. Cox --
Data Mining in Pharmacoepidemiological Databases / Marc Suling, Robert Weber, Iris Pigeot --
Meta-Analysis of Trials with Binary Outcomes / Jürgen Wellmann.
Responsibility: Claudia Becker, Roland Fried, Sonja Kuhnt, editors.

Abstract:

Presented in honor of Ursula Gather's 60th birthday this book deals with modern topics in the field of robust statistical methods, especially for time series and regression analysis, and with  Read more...

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