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Introduction to Statistical Time Series 2e

Introduction to Statistical Time Series 2e


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International Edition


About the Book

The subject of time series is of considerable interest, especiallyamong researchers in econometrics, engineering, and the naturalsciences. As part of the prestigious Wiley Series in Probabilityand Statistics, this book provides a lucid introduction to thefield and, in this new Second Edition, covers the importantadvances of recent years, including nonstationary models, nonlinearestimation, multivariate models, state space representations, andempirical model identification. New sections have also been addedon the Wold decomposition, partial autocorrelation, long memoryprocesses, 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 samplestatistics, and difference equations, has been included.
About the Author: WAYNE A. FULLER is Distinguished Professor in the Departments of Statistics and Economics at Iowa State University. He is the author of Measurement Error Models and numerous articles in time series, survey sampling, and econometrics. A Fellow of the American Statistical Association, the Institute of Mathematical Statistics, and the Econometric Society, he received his PhD in agricultural economics from Iowa State University.


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Product Details
  • ISBN-13: 9780471552390
  • Publisher: Wiley-Interscience
  • Publisher Imprint: Wiley-Interscience
  • Depth: 38
  • Height: 244 mm
  • No of Pages: 728
  • Series Title: Wiley Probability and Statistics
  • Weight: 1191 gr
  • ISBN-10: 0471552399
  • Publisher Date: 29 Dec 1995
  • Binding: Hardback
  • Edition: 2 SUB
  • Language: English
  • Returnable: Y
  • Spine Width: 44 mm
  • Width: 163 mm


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