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Applied Wavelet Analysis with S-PLUS. 1996 ed..
・ISBN 978-0-387-94714-3 hard EUR 99.99
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| 著者・編者 | Bruce, Andrew / Gao, Hong-Ye, |
|---|---|
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 1996 |
| ページ数 | 338 pp. |
| 言語 | ENG |
| ニュース番号 | <M25-22478> |
解説
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.