The econometric analysis of seasonal time series /
[Book]
Eric Ghysels, Denise R. Osborn.
New York :
Cambridge University Press,
2001.
xxi, 228 p. :
ill. ;
24 cm.
Themes in modern econometrics
Includes bibliographical references (p. 207-221) and indexes.
Introduction to seasonal processes -- Deterministic seasonality -- Seasonal unit root processes -- Seasonal adjustment programs -- Estimation and hypothesis testing with unfiltered and filtered data -- Periodic processes -- Some nonlinear seasonal models.
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"In this book, Eric Ghysels and Denise R. Osborn provide a thorough and timely review of the recent developments in the econometric analysis of seasonal economic time series, summarizing a decade of theoretical advances in the area. The authors discuss the asymptotic distribution theory for linear stationary and nonstationary seasonal stochastic processes. They also cover the latest contributions to the theory and practice of seasonal adjustment, together with its implications for estimation and hypothesis testing. Moreover, a comprehensive analysis of periodic models is provided, including stationary and nonstationary cases. The book concludes with a discussion of some nonlinear seasonal and periodic models. The treatment is designed for an audience of researchers and advanced graduate students."--BOOK JACKET.