Applied Wavelet Analysis with S-PLUS
Author:   Andrew Bruce ,  Hong-Ye Gao
Publisher:   Springer-Verlag New York Inc.
Edition:   1996 ed.
ISBN:  

9780387947143


Pages:   338
Publication Date:   20 June 1996
Format:   Hardback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Applied Wavelet Analysis with S-PLUS


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Overview

This book introduces applied wavelet analysis through the S-PLUS software system. Using a visual data analysis approach, wavelet concepts are explained in a way that is intuitive and easy to understand. In addition to wavelets, a whole range of related signal processing techniques such as wavelet packets, local cosine analysis, and matching pursuits are covered. Applications of wavelet analysis are illustrated, including nonparametric function estimation, digital image compression, and time-frequency signal analysis.The book and software is intended for a broad range of data analysts, scientists, and engineers. While most textbooks on wavelet analysis require advanced training in mathematics, this book minimizes reliance on formal mathematical methods. Readers should be familiar with calculus and linear algebra at the undergraduate level.

Full Product Details

Author:   Andrew Bruce ,  Hong-Ye Gao
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   1996 ed.
Dimensions:   Width: 15.60cm , Height: 1.90cm , Length: 23.40cm
Weight:   1.130kg
ISBN:  

9780387947143


ISBN 10:   0387947140
Pages:   338
Publication Date:   20 June 1996
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction; 2. Wavelet Analysis of 1-D Signals; 3. Wavelet Analysis of Images; 4. Exploratory Wavelet Analysis; 5. More on Wavelet Analysis; 6. Nonparametric Estimation with Wavelets; 7. Wavelet Packet Analysis; 8. Cosine Packet Analysis; 9. Wavelet Packet and Cosine Packet Analysis of Images; 10. Matching Pursuits and Molecules; 11. Variation on Wavelet Analysis; 12. Wavelet Algorithms and Filters; 13. Wavelet Packet and Cosine Packet Algorithms; 14. Boundary Conditions; A. Orthogonal Wavelet Functions; B. Biorthogonal Wavelet Functions; C. Wavelet Classes and Objects; D. S+ Wavelets Function List

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