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时间序列分析

社科

出版者:Princeton University Press

作者:James Douglas Hamilton

出品人:

页数:820

译者:

出版时间:1994-1-31

价格:USD 130.00

装帧:Hardcover

isbn号码:9780691042893

丛书系列:

图书标签:

时间序列
econometrics
经济学
数学
计量经济学
TimeSeries
time-series
统计学

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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.