Design of Experiments

  1. Fractional Factorial Designs
    1. Motivation for Fractional Designs
      1. Sparsity of Effects Principle
        1. Economic Considerations
          1. Screening Applications
          2. Half-Fraction Designs
            1. 2^(k-1) Design Construction
              1. Defining Relations
                1. Alias Structure
                  1. Resolution Concepts
                    1. Generator Selection
                    2. Smaller Fractions
                      1. 2^(k-p) Design Construction
                        1. Multiple Generators
                          1. Complete Defining Relation
                            1. Resolution Determination
                              1. Resolution III Designs
                                1. Resolution IV Designs
                                  1. Resolution V Designs
                                  2. Minimum Aberration Designs
                                  3. Analysis of Fractional Factorials
                                    1. Effect Estimation
                                      1. Alias Interpretation
                                        1. Model Selection
                                          1. Significance Testing
                                          2. Sequential Experimentation
                                            1. Fold-over Designs
                                              1. Augmentation Strategies
                                                1. Resolution Enhancement
                                                  1. Follow-up Experiments
                                                  2. Plackett-Burman Designs
                                                    1. Construction Methods
                                                      1. Properties and Applications
                                                        1. Analysis Procedures

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                                                      6. Factorial Designs

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                                                      8. Response Surface Methodology