Applied Wavelet Analysis with S-PLUS

By: Andrew Bruce, Hong-Ye Gao

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Hardcover | 20 June 1996

At a Glance

Hardcover
364 Pages

Dimensions(cm)
23.4 x 15.6 x 1.91

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$169.00

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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.

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Introduction
Wavelet Analysis of 1-D Signals
Wavelet Analysis of Images
Exploratory Wavelet Analysis
More on Wavelet Analysis
Nonparametric Estimation with Wavelets
Wavelet Packet Analysis
Cosine Packet Analysis
Wavelet Packet and Cosine Packet Analysis of Images
Matching Pursuits and Molecules
Variation on Wavelet Analysis
Wavelet Algorithms and Filters
Wavelet Packet and Cosine Packet Algorithms
Boundary Conditions
Orthogonal Wavelet Functions
Biorthogonal Wavelet Functions
Wavelet Classes and Objects
S+ Wavelets Function List
Table of Contents provided by Publisher. All Rights Reserved.

Applied Wavelet Analysis with S-PLUS

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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