| Multiple regression utilizing ordinary least squares with coverage of continuous and categorical variables, interaction effects, non-linear effects, dichotomous outcomes, multilevel modeling, and conditional process analysis. Additionally, basic path analysis using a structural equation modeling framework is covered. Each statistical approach taught includes considerations of the typical workflow, underlying formulae, statistical assumptions, power analysis, and reporting the results to scientific and non-scientific audiences. Utilizes R, R Studio, and R packages for statistical analysis. Typically offered: Winter. |
