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 ...

This article assumes you have intermediate or better programming skill but doesn't assume you know anything about linear regression with two-way interactions. The demo is implemented using C# but you ...

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 ...

Linear regression is one of the simplest and most useful tools for analyzing data. It helps you find the relationship between variables so you can make predictions and understand patterns.

Previous programming experience is not required but students who have no previous experience in R must complete an online pre ... parts of the theory and application of regression models, and ...