Publication date: 09/28/2021
The Fit Definitive Screening Platform
Analyze Data from Definitive Screening Experiments
Use the Fit Definitive Screening platform to analyze definitive screening designs (DSDs) using a methodology called Effective Model Selection for DSDs. This methodology takes advantage of the unique structure of definitive screening designs.
Standard model selection methods applied to DSDs can fail to identify active effects. To identify active main effects and second-order effects, the Effective Model Selection for DSDs algorithm leverages the structure of DSDs.
Figure 8.1 Fit Definitive Screening Results
Contents
Overview of the Fit Definitive Screening Platform
Identification of Active Effects in DSDs
Effective Model Selection for DSDs
Example of the Fit Definitive Screening Platform
Fit the Model
Examine Results
Reduce the Model
Launch the Fit Definitive Screening Platform
Fit Definitive Screening Report
Stage 1 - Main Effect Estimates
Stage 2 - Even Order Effect Estimates
Combined Model Parameter Estimates
Main Effects Residual Plots
Prediction Profiler
Fit Definitive Screening Platform Options
Technical Details for the Fit Definitive Screening Platform
The Effective Model Selection for DSDs Algorithm
Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).