Wavelets in Functional Data Analysis

Nonfiction, Science & Nature, Mathematics, Functional Analysis, Statistics
Cover of the book Wavelets in Functional Data Analysis by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic ISBN: 9783319596235
Publisher: Springer International Publishing Publication: November 7, 2017
Imprint: Springer Language: English
Author: Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
ISBN: 9783319596235
Publisher: Springer International Publishing
Publication: November 7, 2017
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Finite Volumes for Complex Applications VIII - Methods and Theoretical Aspects by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book The Ocimum Genome by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Offshore Exploration of Oil and Gas in Cuba using Digital Elevation Models (DEMs) by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book An Ecological Theory of Free Expression by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Integrated Project Management Sourcebook by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Tumor Immune Microenvironment in Cancer Progression and Cancer Therapy by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Molecular Symmetry, Super-Rotation, and Semiclassical Motion by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Mechanical Properties of Self-Compacting Concrete by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Computational Science – ICCS 2018 by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Influences on the Aufbau by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Transnationalism and German-Language Literature in the Twenty-First Century by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Navigating the Changing Landscape of Formal and Informal Science Learning Opportunities by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Privacy, Data Protection and Cybersecurity in Europe by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Sustainable Energy Mix in Fragile Environments by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
Cover of the book Recent Advances in Mechanism Design for Robotics by Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy