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Könyv Wavelets in Functional Data Analysis Pedro A. Morettin

Wavelets in Functional Data Analysis

Szerző: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten alacsony példányszámban
Küldés 13-18 napon belül
26 019 Ft
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and...

Információk a könyvről

Szerző
Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2017
oldal
106
EAN
9783319596228
ISBN
3319596225
Enbook ID
16280080
Kiadó
Springer International Publishing AG
Súly
1883
Méretek
155 x 235 x 9

Teljes leírás

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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