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Data Fitting and Uncertainty

Tilo Strutz
The primary goal of this book is to provide a recipe explaining the functioning of data fitting via least squares and the emphasis here is on practical matters, not on theoretical problems. In addition, the book enables the reader to design own software implementation with application-specific model functions based on the comprehensive discussion of several examples. It includes a self-contained introduction and presents the method in a logical and accessible fashion. The subject of data fitting bridges many disciplines, especially those dealing traditionally with statistics as, for instance, physics, mathematics, engineering, biology, economy, or psychology, but also more recent fields as computer vision. This book is addressed to engineers and computer scientists or corresponding undergraduates, which are interested in data fitting by the method of least-squares approximation, but have no or only limited pre-knowledge in this field. Experienced readers will find new details and interpretations or might appreciate the book as useful reference. The text is accompanied with working source code in ANSI-C for the fitting with weighted least squares including outlier detection.
Autor: Strutz, Tilo
EAN: 9783658114558
Auflage: 002
Sprache: Englisch
Produktart: kartoniert, broschiert
Verlag: Springer-Verlag GmbH Springer Fachmedien Wiesbaden GmbH
Veröffentlichungsdatum: 05.01.2016
Untertitel: A practical introduction to weighted least squares and beyond
Schlagworte: Datenverarbeitung / Datenverschlüsselung, Kryptografie Elektrotechnik Informatik Informationstheorie Ingenieurwissenschaft - Ingenieurwissenschaftler Kryptologie Maschinenbau Nachrichtentechnik Signalprozessor Kommunikation (Technik) / Telekommunikation Telekommunikation Kryptografie Verschlüsselung Datenverarbeitung / Anwendungen / Technik Architektur (EDV) Rechnerarchitektur
Größe: 16 × 168 × 240
Gewicht: 567 g