Training Module:DOE2

Further Topics in Design of Experiments

This module continues the discussion of using STATGRAPHICS for DOE.

Module length: 0.5 day

Outline:

Mixture Experiments

• Mixture Models
• Simplex-Lattice and Simplex-Centroid Designs
• Extreme Vertices Designs
• Analyzing Mixture Experiments

Multiple Response Optimization

• Constructing Desirability Functions
• Generating Overlay Plots

D-Optimal Designs

• Generating Candidate Runs
• Selecting the Optimal Subset
• Using D-Optimal Designs to Fix Botched Experiments

Designs with Inner and Outer Arrays

• Robust Operating Conditions
• Control Variables and Noise Variables
• Selecting Orthogonal Arrays
• Using Taguchi's Signal-to-Noise Ratios