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This text is for teachers and students throughout the world who require an introduction to the subject of econometrics, the notation and technical detail that characterize most textbooks. This edition updates the contents and references throughout the text, while retaining the basic structure and structure of earlier editions. New material has been added on several topics such as bootstrapping, count data, duration models, generalized method of moments, instrumental variable estimation, linear structural relations, Monte Carlo studies, neural nets, sampling distributions, time series analysis and VARs.