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Více informací o knize Wavelets in Functional Data Analysis

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Anotace knihy

Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein's Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Calculus & mathematical analysis

• Plný název: Wavelets in Functional Data Analysis
• Autor: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 106
• EAN: 9783319596228
• ISBN: 3319596225
• ID: 16280080
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 1883 g
• Rozměry: 235 × 155 × 9 mm
• Datum vydání: 06. August 2017

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