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It shows students how to apply econometric techniques in the context of real-world empirical problems. Key features include: Adopts a largely non-mathematical approach relying on verbal and graphical intuition Covers most of the tools and models used in modern econometrics research e.g. correlation, regression and extensions for time-series methods Contains extensive use of real data examples and involves readers in hands-on computer work A disk is packaged with the book containing all data sets included in the text Professor Koop has done a wonderful job in explaining sophisticated statistical concepts . to people with no statistical background. Kai Li, University of British Columbia The author has a real knack for getting the ideas across in a straightforward and intuitive manner . Dr Koop possesses immense technical ability along with a down-to-earth willingess to entertain a student's perspective. 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It is intended for students taking a single course in econometrics with a view towards doing practical data work.  It will also be highly useful for students interested in understanding the basics of econometric theory with a view towards future study of advanced econometrics. To achieve this end, it has a practical emphasis, showing how a wide variety of models can be used with the types of data sets commonly used by economists. 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