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Kniha Wavelets in Functional Data Analysis Pedro A. Morettin

Wavelets in Functional Data Analysis

Autor: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 13-18 dnů
1 653 Kč
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and...

Informace o knize

Autor
Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2017
Stránek
106
EAN
9783319596228
ISBN
3319596225
Enbook ID
16280080
Vydavatel
Springer International Publishing AG
Hmotnost
1883
Rozměry
155 x 235 x 9

Kompletní popis

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.

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