An applied course on linear regression analysis, generalized linear models, model selection and modern regression techiniques.
Simple Linear Regression, Multiple Regression, Regression Diagnostics, Generalized Linear Models, Nonparametric Regression, Penalized Regression, Model Selection and Dimension Reduction.
The prerequisite for the course is