Design and Analysis of Experiments

Click on the title below for an abstract and general discussion of these freely available papers; alternatively, the link may take you directly to the paper.

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-Factor-at-a Time Versus Designed Experiments
• Practical Advice for DOE
• Randomization in Designed Experiments
• Randomization Issues
• Replicates vs. Repeated Measures
• R-Squared Issues
• 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
• Split-Plot Experiments
• 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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