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- catalog abstract ""Data in the form of time series are routinely collected in science, engineering, and other areas such as finance and economics. This is an introduction to wavelet analysis 'from the ground level and up', and to wavelet-based statistical analysis of time series. It 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 full solutions provided in the Appendix - allow use of the book for 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 obtaining software in S-Plus and other languages." "This book will be welcomed by all students and researchers wishing to use wavelet methods to analyse time series."--Jacket.".
- catalog contributor b11768207.
- catalog contributor b11768208.
- catalog created "2000.".
- catalog date "2000".
- catalog date "2000.".
- catalog dateCopyrighted "2000.".
- catalog description ""Data in the form of time series are routinely collected in science, engineering, and other areas such as finance and economics. This is an introduction to wavelet analysis 'from the ground level and up', and to wavelet-based statistical analysis of time series. It focuses on practical discrete time techniques, with detailed descriptions of the theory and algorithms needed to understand and implement the discrete wavelet transforms."".
- catalog description ""Numerous examples illustrate the techniques on actual time series. The many embedded exercises - with full solutions provided in the Appendix - allow use of the book for 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 obtaining software in S-Plus and other languages." "This book will be welcomed by all students and researchers wishing to use wavelet methods to analyse time series."--Jacket.".
- catalog description "Includes bibliographical references and indexes.".
- catalog description "Introduction to wavelets -- review of fourier theory and filters -- orthonormal transforms of time series -- the discrete wavelet transform -- the maximal overlap discrete wavelet transform -- the discrete wavelet packet transform -- random variables and stochastic processes -- the wavelet variance -- analysis and synthesis of long memory processes -- wavelet-based signal estimation -- wavelet analysis of finite energy signals.".
- catalog extent "xxv, 594 p. :".
- catalog identifier "0521640687".
- catalog issued "2000".
- catalog issued "2000.".
- catalog language "eng".
- catalog publisher "New York : Cambridge University Press,".
- catalog subject "519.5/5 21".
- catalog subject "QA280 .P47 2000".
- catalog subject "Time-series analysis.".
- catalog subject "Wavelets (Mathematics)".
- catalog tableOfContents "Introduction to wavelets -- review of fourier theory and filters -- orthonormal transforms of time series -- the discrete wavelet transform -- the maximal overlap discrete wavelet transform -- the discrete wavelet packet transform -- random variables and stochastic processes -- the wavelet variance -- analysis and synthesis of long memory processes -- wavelet-based signal estimation -- wavelet analysis of finite energy signals.".
- catalog title "Wavelet methods for time series analysis / Donald B. Percival and Andrew T. Walden.".
- catalog type "text".