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Książka Wavelets in Functional Data Analysis Pedro A. Morettin

Wavelets in Functional Data Analysis

Autor: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Język: Angielski
Oprawa: Miękka
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
303.35 zł
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and...

Informacje o książce

Autor
Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2017
strony
106
EAN
9783319596228
ISBN
3319596225
Enbook ID
16280080
Wydawca
Springer International Publishing AG
Waga
1883
Wymiary
155 x 235 x 9

Pełny opis

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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