Then, we will describe situations in which Poisson regression is not appropriate, and briefly present solutions to those situations. Some models, such as linear regression, are easily interpretable, ...

In particular, we will use formal tests and visualizations to decide whether a linear model is appropriate for the data at hand. In this module, we will study methods for model selection and model ...