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Introduction to Statistical Time Series 2e

Language EnglishEnglish
Book Hardback
Book Introduction to Statistical Time Series 2e Wayne A Fuller
Libristo code: 02338701
Publishers John Wiley & Sons Inc, April 1996
The subject of time series is of considerable interest, especially among researchers in econometrics... Full description
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The subject of time series is of considerable interest, especially among researchers in econometrics, engineering, and the natural sciences. As part of the prestigious Wiley Series in Probability and Statistics, this book provides a lucid introduction to the field and, in this new Second Edition, covers the important advances of recent years, including nonstationary models, nonlinear estimation, multivariate models, state space representations, and empirical model identification. New sections have also been added on the Wold decomposition, partial autocorrelation, long memory processes, and the Kalman filter. Major topics include: Moving average and autoregressive processes Introduction to Fourier analysis Spectral theory and filtering Large sample theory Estimation of the mean and autocorrelations Estimation of the spectrum Parameter estimation Regression, trend, and seasonality Unit root and explosive time series To accommodate a wide variety of readers, review material, especially on elementary results in Fourier analysis, large sample statistics, and difference equations, has been included.

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About the book

Full name Introduction to Statistical Time Series 2e
Language English
Binding Book - Hardback
Date of issue 1996
Number of pages 728
EAN 9780471552390
ISBN 0471552399
Libristo code 02338701
Weight 1248
Dimensions 241 x 166 x 46
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