Wavelets in Functional Data Analysis

• Main Authors: Morettin, Pedro A. (Author), Pinheiro, Aluísio (Author), Vidakovic, Brani (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: SpringerBriefs in Mathematics,
• Subjects: Mathematics.; Functional analysis.; Mathematical models.; Statistics.; Functional Analysis.; Statistical Theory and Methods.; Mathematical Modeling and Industrial 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 meteorologica...

Table of Contents:

• Preface
• Introduction Examples of Functional Data
• Wavelets
• Wavelet Shrinkage
• Wavelet-based Andrews Plots
• Functional ANOVA
• Further topics.