Wavelets in Functional Data Analysis

• Κύριοι συγγραφείς: Morettin, Pedro A. (Συγγραφέας), Pinheiro, Aluísio (Συγγραφέας), Vidakovic, Brani (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: SpringerBriefs in Mathematics,
• Θέματα: 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...

Πίνακας περιεχομένων:

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