This short course will build on the already established knowledge of R programming, and will introduce students to higher-level statistical programming. This will include linear models and multivariate analysis. Within linear models, there will be explanations of simple and multiple linear regression, estimation and inference, categorical variables, and predictions. The multivariate analysis will focus on Principal Component Analysis (PCA) and clustering.
R Intermediate Course Video