PSY 839 - Advanced Statistical Technique

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This course will focus on analysis of multiple independent/predictor variables using multiple regression and analysis of covariance (ANCOVA) approaches. In preparation for applied work with these more advanced approaches, students will learn and practice diagnosing and addressing multicollinearity, curvilinear relationships, interactions, influential residuals, and violations of assumptions. Students will also be introduced to regression analyses with categorical predictors and multivariate analyses (with multiple dependent/outcome variables). Students will work with SPSS software to plot data and conduct analyses.