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CROL674. Advanced Statistical Analysis

This course focuses on building a greater understanding of the theoretical underpinnings and tools for applying linear models and related techniques to social scientific data analysis. Learners will explore the workings of multiple regression and problems that arise in applying it, as well as delving deeper into the theory of inference underlying regression analysis. Consideration will also be given to the analysis of binary and count data, emphasizing the need to fit appropriate models, as well as factorial designs.