Introduction to Biostatistics with JMP

Chapter 16: Design of Experiments (DOE)

All models are wrong, some are useful.

George Box

Introduction

What Is DOE?

The Goals of DOE

But Why DOE?

DOE Flow in JMP

Modeling the Data

The Practical Steps for a DOE

Step 1: State and Document Your Objective

Step 2: Select the Variables, Factors, and Models to Support the Objective

Step 3: Create a Design to Support the Model

Step 4: Collect the Data Based on the Design

Step 5: Execute the Analysis with the Software

Step 6: Verify the Model with Checkpoints

Step 7: Report and Document Your Entire Experiment

A DOE Example Start to Finish in JMP

Introduction

In this chapter we will attempt to introduce a topic about which volumes have been written by people much smarter than this author. But it is an ...