Chapter 5: Regression and ANOVA

Introduction

Regression

Perform a Simple Regression and Examine Results

Understand and Perform Multiple Regression

Understand and Perform Regression with Categorical Data

Analysis of Variance

Perform a One-Way ANOVA

Evaluate the Model

Perform a Two-Way ANOVA

Exercises

Introduction

Simple and multiple regression and ANOVA, as shown in our multivariate analysis framework in Figure 5.1, are the dependence techniques that are most likely covered in an introductory statistics course. In this chapter, you will review these techniques, illustrate the process of performing these analyses in JMP, and explain how to interpret the results.

Figure 5.1: A Framework for Multivariate Analysis

Regression

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