---
title: "Regression and Analysis of Variance"
author: "Trevor Hefley"
date: "2024-07-25T21:26:27Z"
tags: [Course, Models, Machine Learning, Bayesian]
link: "https://bookdown.org/hefleyt2/stat705_summer2024/"
length_weight: "9.2%"
pinned: false
---

Course notes for Regression and Analysis of Variance (STAT 705) at Kansas State University for Summer 2024 [...] This document contains the course notes for Regression and Analysis of Variance at Kansas State University (STAT 705). During the semester we will cover the basics such as regression and ANOVA modeling, parameter estimation, model checking, inference, and prediction. We may also cover modern topics such as regularization, random effects, generalized linear models, machine learning approaches, and Bayesian regression and ...
