This workshop will cover how to carry out multiple regression, model selection, and diagnostics using the R statistical computing environment. Special emphasis will be placed on visualizing linear models to help communicate results. This workshop is ideal for those familiar with linear modeling in other programs (such as Stata or SPSS) but who want to learn how to do it in R. This can also serve as a refresher for forgotten statistics!