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Wavelets in Functional Data Analysis

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Wavelets in Functional Data Analysis Pedro A. Morettin
Libristo kod: 16280080
Nakladnici Springer International Publishing AG, kolovoz 2017
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and... Cijeli opis
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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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Informacije o knjizi

Puni naziv Wavelets in Functional Data Analysis
Autor Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2017
Broj stranica 106
EAN 9783319596228
ISBN 3319596225
Libristo kod 16280080
Nakladnici Springer International Publishing AG
Težina 1883
Dimenzije 155 x 235 x 9

Kategorija

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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