The Christoffel-Darboux Kernel for Data Analysis

The Christoffel-Darboux Kernel for Data Analysis

This book is the first to give an accessible overview of the Christoffel-Darboux kernel as a novel, powerful, yet simple, tool in statistical data analysis. It offers non-expert, graduate-level readers a rapid and informative introduction to an inter-disciplinary subject, with numerous ramifications...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Lasserre, Jean Bernard, Pauwels, Edouard, Putinar, Mihai
Format: Buch
Sprache:eng
Schlagworte:
Computer Science
Data Structures and Algorithms
Kernel functions
Mathematical statistics
Mathematics
Optimization and Control
Statistics
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Beschreibung
Zusammenfassung:This book is the first to give an accessible overview of the Christoffel-Darboux kernel as a novel, powerful, yet simple, tool in statistical data analysis. It offers non-expert, graduate-level readers a rapid and informative introduction to an inter-disciplinary subject, with numerous ramifications and intriguing open questions.