Wavelets in Functional Data Analysis EPUB
by Pedro A. Morettin, Aluisio Pinheiro, Brani Vidakovic
Part of the SpringerBriefs in Mathematics series
EPUB
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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.
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- Format:EPUB
- Publisher:Springer International Publishing
- Publication Date:07/11/2017
- Category:
- ISBN:9783319596235
Information
-
Download Now
- Format:EPUB
- Publisher:Springer International Publishing
- Publication Date:07/11/2017
- Category:
- ISBN:9783319596235
