Summary and Info
The last decade has brought dramatic changes in the way that researchers analyze economic and financial time series. This book synthesizes these recent advances and makes them accessible to first-year graduate students. James Hamilton provides the first adequate text-book treatments of important innovations such as vector autoregressions, generalized method of moments, the economic and statistical consequences of unit roots, time-varying variances, and nonlinear time series models. In addition, he presents basic tools for analyzing dynamic systems (including linear representations, autocovariance generating functions, spectral analysis, and the Kalman filter) in a way that integrates economic theory with the practical difficulties of analyzing and interpreting real-world data. Time Series Analysis fills an important need for a textbook that integrates economic theory, econometrics, and new results. The book is intended to provide students and researchers with a self-contained survey of time series analysis. It starts from first principles and should be readily accessible to any beginning graduate student, while it is also intended to serve as a reference book for researchers.
More About the Author
James Alexander Douglas-Hamilton, Baron Selkirk of Douglas, PC, QC (born 31 July 1942), briefly Earl of Selkirk (a title he disclaimed) and previously styled Lord James Douglas-Hamilton as a younger son of the 14th Duke of Hamilton and Brandon, is a Scottish Conservative politician who served as Member of Parliament for Edinburgh West and then as Member of the Scottish Parliament for the Lothians.
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