Wavelets in Functional Data Analysis (SpringerBriefs in Mathematics) [9783319596228]

Overview

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.

The book, Wavelets in Functional Data Analysis (SpringerBriefs in Mathematics) [Bulk, Wholesale, Quantity] ISBN#9783319596228 in Paperback by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.