Typically, a regression analysis is done for one of two purposes ... [1] Why is it valuable to be able to unravel linear relationships? Some interesting relationships are linear, essentially all ...

In this module, we will learn how to fit linear regression models with least squares. We will also study the properties of least squares, and describe some goodness of fit metrics for linear ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...