Robustness and Complex Data Structures

Beschreibung

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.
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.  
Concise presentations of the relevant theory for the basic as well as up-to-date topics Complex data structures beyond the pure treatment of robust methods Robust methods for all fields of statistical analysis All contributions contain pointers to relevant algorithms and packages Includes supplementary material: sn.pub/extras

Autor*in

Claudia Becker

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Complex Data Analysis Nonparametric Regression Robust Statistics Time Series Analysis

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