This part of the guide starts with some (perhaps simpler) alternatives to regression analysis and then moves on to how to prepare the data for regression modelling. We then go through several types of regression models (linear, logistic, ordinal, multinomial, Poisson, and Cox). In the final chapters, you will be introduced to mediation analysis and interaction analysis applied to regression modelling.