Week 8

Introduction

This week will explore fitting statistical models within R. More specifically, regression models will be explored with categorical predictors. Focus will be on interpretation and evaluating model fit. Future weeks will explore more complicated models and also visualizing and exploring assumptions.

Objectives

After completing this module, students will be able to:

  • Fit a regression model in R
  • Interpret model parameters
  • Evaluate model fitting

Weekly Videos

  • Introduction to Models
  • lm() Behind the Scenes
  • Single Categorical Predictor
  • Evaluating Model Fit

R Syntax

Assignments

To come …

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