Class Information

Class notes for Math 158 at Pomona College: Linear Models. The notes are based extensively on An Introduction to Statistical Learning (James et al. 2021); Applied Linear Statistical Models (Kutner et al. 2004). The computing part of the class will be taken from R for Data Science (Wickham and Grolemund 2017) by Wickham and Grolemund as well as Tidy Modeling with R (Kuhn and Silge 2021) by Kuhn and Silge.

You are responsible for reading the relevant chapters in the texts. The texts are very good & readable, so you should use them. You should make sure you are coming to class and also reading the materials associated with the activities.