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Wavelets in Functional Data Analysis - Pedro A. Morettin,Aluísio Pinheiro,Brani Vidakovic

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2017-11-23
95,26 € 136,08 €

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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 us ... Täielik kirjeldus

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Kirjeldus

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.

Lisateave

Autor Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Kirjastaja Springer International Publishing
Väljalaskeaasta 2017
Kaanetüüp Pehme kaanega
EAN 9783319596228
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95,26 € 136,08 €