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The aims of this course are to: (1) provide tools and skills to help students produce valid inferences about economic, social and political life; and (2) enhance student`s ability to evaluate and consider published research. Knowledge of fundamental statistical concepts is a prerequisite to achieving either of these aims.
By the end of the course, students should be able to:1. Understand the intuition behind regression analysis and be able to construct models using SPSS;2. Outline the basic assumptions of regression analysis and the implications of their violation;3. Test for infringements of the OLS assumptions and apply appropriate remedies;4. Understand and apply logistic regression analysis using SPSS;5. Interpret odds ratios from logistic regression output.