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portada Wavelets in Functional Data Analysis (Springerbriefs in Mathematics)
Type
Physical Book
Publisher
Author
Year
2017
Language
English
Pages
106
Format
Paperback
ISBN13
9783319596228
Edition No.
1
Categories

Wavelets in Functional Data Analysis (Springerbriefs in Mathematics)

Pedro A. Morettin; Aluísio Pinheiro; Brani Vidakovic (Author) · Springer · Paperback

Wavelets in Functional Data Analysis (Springerbriefs in Mathematics) - Pedro A. Morettin; Aluísio Pinheiro; Brani Vidakovic

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Synopsis "Wavelets in Functional Data Analysis (Springerbriefs in Mathematics) "

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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