Wavelets in Functional Data Analysis

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 ... Read More

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. Read Less

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  	This is a digital edition of this title. Rent eBook (5 Options) 30 Day Rental: $16.50 (Expires May 31, 2024) 60 Day Rental: $22.00 (Expires Jun 30, 2024) 90 Day Rental: $27.50 (Expires Jul 30, 2024) 120 Day Rental: $33.00 (Expires Aug 29, 2024) 180 Day Rental: $35.75 (Expires Oct 28, 2024) Buy eBook Lifetime Access: $54.99 Title: Wavelets in Functional Data Analysis by Pedro A. Morettin; Aluísio Pinheiro; Brani Vidakovic Publisher: Springer Nature Print ISBN: 9783319596228, 3319596225 eText ISBN: 9783319596235 Edition: 2017 2017 edition Format: PDF eBook	$16.50 Rent eBook This is a digital eBook Nothing will be shipped to you Works with web browsers and the VitalSource app on all Windows, Mac, Chromebook, Kindle Fire, iOS, and Android devices Most eBooks are returnable within 14 days of purchase Questions? See our eBook FAQ