- Contents
- Learn about 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
- Augment Designs
- Definitive Screening Designs
- The Fit Definitive Screening Platform
- Screening Designs
- Overview of Screening Designs
- Examples of Screening Designs
- Screening Design Window
- Screening Design Options
- Additional Examples of Screening Designs
- The Fit Two Level Screening Platform
- Response Surface Designs
- Full Factorial Designs
- Mixture 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
- Compare Designs
- Compare and Evaluate Designs Simultaneously
- Overview of Comparing Designs
- Examples of Comparing Designs
- Compare Designs Launch Window
- Compare Designs Window: Specify Model and Alias Terms
- Compare Designs Window: Design Evaluation
- Compare Designs Options
- Prospective Sample Size and Power
- Discrete Choice Designs
- MaxDiff Design
- Covering Arrays
- 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
- Column Properties
- Technical Details
- References
- Index
Chapter 5
Examples of Custom Designs
Perform Experiments That Meet Your Needs
Use the Custom Design platform as your primary tool for constructing a wide range of experimental designs. You can construct a variety of design types and fine tune them to your specific experimental needs and resource budget.
Custom Design provides more options and control than the Screening, Response Surface, Full Factorial, and Mixture Design platforms. The designs that you construct are created specifically to meet your goals. This eliminates the struggle to find a classical design that only comes close to meeting your goals.
The flexible special-purpose designs that you can construct using Custom Design include:
• Screening designs, including supersaturated screening designs
• Response surface designs, including those with categorical factors
• Mixture designs, including those with process factors, and mixture of mixture designs
• Designs that include covariates or that are robust to linear time trends
• Fixed and random block designs
• Split-plot, split-split-plot, and two-way split-plot (strip-plot) designs
In this chapter you construct most of these design types within the Custom Design platform. In many cases, you also analyze the experimental results. For help with using the Custom Design platform, see the “Custom Designs” chapter.
Figure 5.1 Fraction of Design Space Plot
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