USF_comm-class

Group Presentation (Code Demo)

• Group Member: Wei Wang, Matt Wheeler, Chenxi Li

We used a simple and clean dataset to explain the basic process of linear regression and split our presentation into three parts:

1. Briefly introduced linear regression. (Chenxi Li)
2. Explained how to estimate the parameters in linear regression model by hand and using Python packages (OLSE). (Matt Wheeler)
3. Explained how to evaluate the fitted model (t-test), how to do variable selection and visulized the final model in a 3-d space. (Wei Wang)