Robustness and complex data structures festschrift in honour of Ursula Gather Claudia Becker, Roland Fried, Sonja Kuhnt, editors

Format:

Book

Contributor:

Becker, Claudia

Fried, Roland

Kuhnt, Sonja

Gather, Ursula

Language:

English

Subjects (All):

Gather, Ursula.

Multivariate analysis.

Robust statistics.

Data structures (Computer science).

Distribution (Probability theory).

Multivariate Analysis.

Statistics.

Statistical Theory and Methods.

Statistics and Computing/Statistics Programs.

Probability Theory and Stochastic Processes.

distribution (statistics-related concept).

Medical Subjects:

Multivariate Analysis.

Local Subjects:

Statistics.

Statistical Theory and Methods.

Statistics and Computing/Statistics Programs.

Probability Theory and Stochastic Processes.

Genre:

Festschriften

Physical Description:

1 online resource

Place of Publication:

Berlin New York Springer ©2013

Language Note:

English

System Details:

data file

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 methods in this volume aim at the analysis of data which deviate from classical stringent model assumptions, which contain outlying values and/or have a complex structure. Written for researchers as well as master and PhD students with a good knowledge of statistics

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

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

Notes:

Includes bibliographical references

Other Format:

Erscheint auch als: Becker, Claudia. Robustness and Complex Data Structures . Festschrift in Honour of Ursula Gather

ISBN:

9783642354946

3642354947

3642354939

9783642354939

OCLC:

841765735

Access Restriction:

Restricted for use by site license