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Carte Wavelets in Functional Data Analysis Pedro A. Morettin

Wavelets in Functional Data Analysis

Autor: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Limbă: engleză
Legare: Carte broșată
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern în cantități mici
Expediem în 13-18 zile
374.94 lei
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and...

Informații despre carte

Autor
Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2017
Pagini
106
EAN
9783319596228
ISBN
3319596225
Enbook ID
16280080
Editura
Springer International Publishing AG
Greutate
1883
Dimensiuni
155 x 235 x 9

Descriere completă

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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