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Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Functional analysis

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Wavelets in Functional Data Analysis (Paperback, 1st ed. 2017) Loot Price: R2,006
Discovery Miles 20 060
Repayment Terms: R188 pm x 12*
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Wavelets in Functional Data Analysis (Paperback, 1st ed. 2017): Pedro A. Morettin, Aluisio Pinheiro, Brani Vidakovic

Wavelets in Functional Data Analysis (Paperback, 1st ed. 2017)

Pedro A. Morettin, Aluisio Pinheiro, Brani Vidakovic

Series: SpringerBriefs in Mathematics

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Loot Price R2,006 Discovery Miles 20 060 | Repayment Terms: R188 pm x 12*

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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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: SpringerBriefs in Mathematics
Release date: November 2017
First published: 2017
Authors: Pedro A. Morettin • Aluisio Pinheiro • Brani Vidakovic
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 106
Edition: 1st ed. 2017
ISBN-13: 978-3-319-59622-8
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Functional analysis
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
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LSN: 3-319-59622-5
Barcode: 9783319596228

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