Contents
About
Acknowledgments
Credits
Documentation
Software
Support Group
Acknowledgments
Overview of ADX
The ADX Interface
Using This Book
Chapter Topics
Covered in This Chapter
Task List
Your First ADX Session
Starting ADX
Managing Your Designs with the ADX Desktop
Design of Experiments Process
Design Objectives
Getting Started with a Simple Example
Experimental Objective
Task List
Creating the Design
Exploring Results
HTML Reports
Exiting ADX
Using ADX Help
Points to Remember
Full Factorial Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Full Factorial Design
Defining Factors and Responses
Selecting the Design
Editing the Response Values
Reviewing the Design Details
Analyzing a Full Factorial Design
Exploring the Response Data
Fitting a Model
Determining the Predictive Model
Optimizing Multiple Responses
Tying It All Together
Points to Remember
Fractional Factorial Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Selecting a Fractional Factorial Design
Defining Variables
Selecting Standard Designs
Randomizing the Run Order
Entering Response Values
Exploring Responses
Main-Effects Plot
Interaction Plot
n-way Effect Plot
Cube Plot
Scatter Plot
Factorial Plot
Analyzing a Fractional Factorial Design
Checking Assumptions
Fitting a Model
Analyzing Residuals
Analyzing Saturated Designs
Optimizing Responses
Tying It All Together
Points to Remember
Fractional Factorial Designs with Blocks and Center Points
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Customized Fractional Factorial Design
Defining Factor, Response, and Block Variables
Creating a Fractional Factorial Design with Blocks
Using the Customize Window to Add Center Points
Reviewing a Customized Fractional Factorial Design
Customization Details
Design Details
Confounding and Aliasing
Analyzing the Response Data
Interaction Plot
Fitting a Model
Tying It All Together
Points to Remember
Plackett-Burman Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Plackett-Burman Design
Defining Factors and Responses
Selecting the Design
Editing the Response Values
Analyzing a Plackett-Burman Design
Exploring the Response Data
Finding Significant Effects
Automatic Selection Methods
Tying It All Together
Points to Remember
Response Surface Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Response Surface Design
Defining Factors, Responses, and Blocks
Selecting a Design
Viewing Design Details
Analyzing a Response Surface Design
Exploring Data
Fitting a Model
Optimizing Factor Settings
Numerical Optimizer
Contour Optimizer and Contour Plot
Surface Plot
Points to Remember
Optimal Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating the Optimal Design
Defining Factors
Specifying a Model
Specifying a Candidate Set
Choosing the Search Method
The Optimal Design
Analyzing an Optimal Design
Points to Remember
Mixed-Level Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Mixed-Level Design
Creating an Inner Array Design
Creating an Outer Array Design
Creating a Signal-to-Noise Ratio Response
Reviewing a Mixed-Level Design
Analyzing a Mixed-Level Design
Optimizing a Response
Tying It All Together
Points to Remember
Mixture Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Simplex-Lattice Mixture Design
Defining Variables
Selecting the Design
Customizing the Design
Analyzing a Simplex-Lattice Mixture Design
Fitting a Model
The Prediction Profiler
The Contour Optimizer
Tying It All Together
Points to Remember
More on Mixture Designs
Creating a Constrained Mixture Design
Defining Variables and Constraints
Creating the Design
Analyzing and Optimizing a Constrained Mixture Experiment
Creating a Mixture Design with Process Variables
Experimental Task
Defining Variables
Creating the Process Mixture Design
Analyzing the Mixture Experiment
Optimizing the Mixture Design with Process Variables
Points to Remember
Split-Plot Designs
Chapter Topics
Covered in This Chapter
Experimental Objective
Task List
Creating a Split-Plot Design
Defining Variables
Selecting a Design
Analyzing a Split-Plot Design
Exploring Response Data
Specifying Fixed and Random Effects
Fitting a Model
Optimization
More on Mixed Models
Fractional Factorial Split-Plot Designs
Points to Remember
Special Topics
Overview
Covered in This Chapter
Design Augmentation
Covered in This Section
Augmenting Designs
Folding Over a Design
Adding Optimal Runs
Augmenting to a Response Surface Design
Deleting Inactive Factors
Points to Remember
Creating Nonstandard Designs
Creating a Nonprincipal Fraction Design
Creating a Design with the FACTEX Procedure
Creating a Design with a SAS Program
The Dual-Response Approach
Useful Techniques
Overview
Covered in This Chapter
Managing Your Designs
Using Folders
Moving and Copying Design Folders
Points to Remember
Importing and Exporting Data
Exporting Information
Importing Data
Copying and Pasting Response Values
Points to Remember
Glossary of ADX Terms
References
Product
Release
SAS/QC
9.2
12.3
12.1
Type
Usage and Reference
Copyright Date
March 2008
Last Updated
11Jul2013