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The aim of this course is to provide students with an in-depth understanding of the simple and multivariate regression models. This course deals with numerous economic applications emphasisng the practical aspects of model building. Extensions to the multiple regression model are considered in cases where the classical assumptions do not hold. In addition, topics including simultaneous equation models and qualitative choice models are covered using a range of applications from the fields of consumption, demand, investment and production economics.