Wavelet Methods for Time Series Analysis [Paperback]

This book contains detailed descriptions of the theory and algorithms needed to understand and implement discrete wavelet transforms.This introduction to wavelet analysis, and to wavelet-based statistical analysis of time series, gives detailed descriptions of the theory and algorithms needed to understand and implement the discrete wavelet (and related) transforms. Numerous examples illustrate the techniques on real data. Embedded exercises--with full solutions provided--aid self-guided study; additional exercises can be used in a classroom setting. A Web site gives access to the time series and wavelets used in the book, as well as information on how to access software in S-Plus and other languages.This introduction to wavelet analysis, and to wavelet-based statistical analysis of time series, gives detailed descriptions of the theory and algorithms needed to understand and implement the discrete wavelet (and related) transforms. Numerous examples illustrate the techniques on real data. Embedded exercises--with full solutions provided--aid self-guided study; additional exercises can be used in a classroom setting. A Web site gives access to the time series and wavelets used in the book, as well as information on how to access software in S-Plus and other languages.The analysis of time series data is essential to many areas of science, engineering, finance and economics. This introduction to wavelet analysis from the ground level and up, and to wavelet-based statistical analysis of time series focuses on practical discrete time techniques, with detailed descriptions of the theory and algorithms needed to understand and implement the discrete wavelet transforms. Numerous examples illustrate the techniques on actual time series. The many embedded exercises--with complete solutions provided in the Appendix--allow readers to use the book for self-guided study. Additional exercises can be used in a classroom setting. A Web site offers access to the time series andl3‚