Publication date: 07/08/2024
Evaluate Designs
Explore Properties of Your Design
Use the Evaluate Design platform to evaluate the strengths and limitations of a design that is contained in a design table. Gain insight on aliasing in your design with the alias matrix that shows the bias structure for model effects. Determine the ability of your design to detect effects of a size of interest with power analysis. Investigate estimated prediction variance of your design with the prediction variance profilers and surface plots.
Some sections of the Evaluate Design platform are also available in DOE platforms and the Compare Designs platform.
Figure 16.1 Fraction of Design Space Plot
Contents
Overview of the Evaluate Design Platform
Example of the Evaluate Design Platform
Launch the Evaluate Design Platform
Evaluate Design Report
Factors
Model
Alias Terms
Design
Design Evaluation Report
Power Analysis
Prediction Variance Profile
Fraction of Design Space Plot
Prediction Variance Surface
Estimation Efficiency
Alias Matrix
Color Map on Correlations
Design Diagnostics
Evaluate Design Options
Additional Examples of the Evaluate Design Platform
Example of a Power Analysis
Example of a Color Map of Correlations of Effects
Example of the Alias Matrix
Statistical Details for Evaluate Design
Fractional Increase in CI Length
Relative Standard Error of Estimates
Design Efficiency
Average Variance of Prediction
Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).