Design and Analysis of Experiments (DOE)

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General

• Avoiding Mean Square Error Bias in Designed Experiments
• Blocking in Designed Experiments
• Do Interactions Matter?
• Interaction Effects in Designed Experiments
• Model Reduction in Designed Experiments
• Must We Randomize Our Experiment?
• One-Sided vs. Two-Sided Hypothesis Tests
• Randomization in Designed Experiments
• What is R-Squared?
• Some Comments on "Historical" Designed Experiments
• What are Fractional Factorial Designs?

Split-Plot Designs

• Designed Experiments with One Hard-to-Change Factor (i.e. using a Split-Plot Design)
• How to Analyze a Split-Plot Experiment
• How to Recognize a Split-Plot Experiment
• Tutorial: Industrial Split-Plot Experiments

Additional Resources

• Papers by George Box and others, from the University of Wisconsin-Madison College of Engineering website

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© Keith M. Bower. All rights reserved.