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Wavelets in Functional Data Analysis

Language EnglishEnglish
Book Paperback
Book Wavelets in Functional Data Analysis Pedro A. Morettin
Libristo code: 16280080
Publishers Springer International Publishing AG, August 2017
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and... Full description
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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 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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About the book

Full name Wavelets in Functional Data Analysis
Author Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Language English
Binding Book - Paperback
Date of issue 2017
Number of pages 106
EAN 9783319596228
ISBN 3319596225
Libristo code 16280080
Publishers Springer International Publishing AG
Weight 1883
Dimensions 155 x 235 x 9

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Functional analysis & transforms
Mathematics & Science > Mathematics > Applied mathematics > Mathematical modelling
Mathematics & Science > Mathematics > Probability & statistics
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