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Design and Analysis of Experiments (DOE)

Links to useful statistics books are available through this link

Click the title below to access the Podcast or article.

General

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

    Split-Plot Designs

    Split-Plot Experiments (article by George Box)
    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



    SigmaXL


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