Design and Analysis of Experiments (DOE)

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General

  • 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
    What is R-Squared? What are Fractional Factorial Designs?
    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



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