Week 10

Introduction

This week covers miscellaneous model related topics including model assumptions, non-linear models, and a brief introduction to generalized linear models.

Objectives

After completing this module, students will be able to:

• Define key model assumptions
• Identify model assumption violations
• Explore non-linear trends
• Create generalized linear models

Weekly Videos

• Interactions - Continuous and Categorical

• Statistical Assumption Checking with lm()

• Modeling Non-Linear Trends

• glm() Function

R Syntax

• Advanced Modeling
• Model Assumptions
• Misc Modeling Topics

Assignments

To come …