Chapter 4
Regression and ANOVA Review
Simple Regression
Multiple Regression
Regression with Categorical Data
One-way ANOVA
Testing Statistical Assumptions
Testing for Differences
Two-way ANOVA

Simple and multiple regression and ANOVA, as shown in our multivariate analysis framework in Figure 4.1, are two dependence techniques that are most likely covered in an introductory statistics course. In this chapter, we will review these two techniques, illustrate the process of performing these analyses in JMP, and explain how to interpret the results.


One of the most popular applied statistical techniques is regression. ...

Get Fundamentals of Predictive Analytics with JMP now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.