Book description
JMP 12 Design of Experiments Guide covers classic DOE designs (for example, full factorial, response surface, and mixture designs). Read about more flexible custom designs, which you generate to fit your particular experimental situation. Discover JMP’s definitive screening designs, an efficient way to identify important factor interactions using fewer runs than required by traditional designs. And read about creating designs that test systems where failures occur as a result of interactions among components or subsystems. The book also provides guidance on determining an appropriate sample size for your study.
Table of contents
- Contents
-
Learn about JMP
- Documentation and Additional Resources
- Formatting Conventions
-
JMP Documentation
- JMP Documentation Library
- Discovering JMP
- Using JMP
- Basic Analysis
- Essential Graphing
- Profilers
- Design of Experiments Guide
- Fitting Linear Models
- Specialized Models
- Multivariate Methods
- Quality and Process Methods
- Reliability and Survival Methods
- Consumer Research
- Scripting Guide
- JSL Syntax Reference
- JMP Help
- Additional Resources for Learning JMP
- Introduction to DOE
- Starting Out with DOE
-
Custom Designs
- Construct Designs That Meet Your Needs
- Overview of Custom Design
- Example of a Custom Design
- Custom Design Window
- Custom Design Options
- Technical Details
-
Examples of Custom Designs
- Perform Experiments That Meet Your Needs
- Screening Experiments
- Response Surface Experiments
- Mixture Experiments
- Experiments with Covariates
- Experiments with Randomization Restrictions
- Definitive Screening Designs
-
Screening Designs
- Overview of Screening Designs
- Screening Design Examples
- Creating a Screening Design
- Creating a Plackett-Burman Design
- Creating a Main Effects Screening Design
- The Screening Platform
- Response Surface Designs
- Full Factorial Designs
- Mixture Designs
- Covering Arrays
- Discrete Choice Designs
-
Space-Filling Designs
- Overview of Space-Filling Designs
- Space Filling Design Window
- Space Filling Design Options
- Sphere-Packing Designs
- Latin Hypercube Designs
- Uniform Designs
- Comparing Sphere-Packing, Latin Hypercube, and Uniform Methods
- Minimum Potential Designs
- Maximum Entropy Designs
- Gaussian Process IMSE Optimal Designs
- Fast Flexible Filling Designs
- Borehole Model: A Sphere-Packing Example
- Accelerated Life Test Designs
- Nonlinear Designs
- Taguchi Designs
-
Evaluate Designs
- Explore Properties of Your Design
- Overview of Evaluate Design
- Example of Evaluate Design
- Evaluate Design Launch Window
- Evaluate Design Window
- Evaluate Design Options
- Technical Details
- Augmented Designs
- Prospective Sample Size and Power
- Column Properties
- Technical Details
- References
- Index
Product information
- Title: JMP 12 Design of Experiments Guide
- Author(s):
- Release date: March 2015
- Publisher(s): SAS Institute
- ISBN: 9781629594446
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