Design of Experiments I
Design of Experiments (DOE or DOX) is the most effective and efficient way to do research today. This course lays the foundation and covers essential methods in DOE.
Welcome
Course Objectives & References
Foundations
Outline
Benefits of DOE
Definitions
DOE Structure
Elements of a "Good" DOE
Planning an Experiment
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Review of Statistical Methods
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Introduction to Factorial Designs Chapter
Full Factorial Designs
Create Full Factorial Experiments
Analysis of Full Factorial Experiments
Analysis of Full Factorial Experiments: Example 1
Analysis of Full Factorial Experiments: Example 2
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Exercise: Plan an Experiment
Exercise: Reactor Experiment
Design Fractional Factorial Experiments
Exercise: Design Fractional Factorial Experiments
Design Fractional Factorial Experiments with Blocking
Exercise: Fractional Factorial With Blocking
Analysis of Fractional Factorial Experiments
Exercise: Analysis of Fractional Factorial Experiments
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Augmenting Fractional Factorial Designs
Introduction
Plackett-Burman Designs
Folder Over Fractional Factorial Designs
Folder Over Plackett-Burman Designs
Summary
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