Unit 1: Introduction to Factorial Design-Welcome
Course Description
Course Textbook and Resources
Instructor Welcome
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Course Introduction
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Best Practices in Online Learning (or How to Succeed in This Class)
Project
Unit 1: Introduction to Factorial Design-Introduction to Factorial Design
Unit 1: Introduction
Introduction to Factorials
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The Battery Life Experiment
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Choice of Sample Size
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Factorials with More Than Two Factors
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Battery Life Example
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Tool Life Example
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Target Detection Example
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Unit 2: The 2^k Factorial Design-The 2^k Factorial Design
Unit 2: Introduction
Analysis Procedure for a Factorial Design
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Reduced Model
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How Much Replication is Necessary?
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ANOVA Summary - Full Model
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The General 2^k Factorial Design
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Estimates of the Effects
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Other Methods for Analyzing Unpredicated Factorials
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Outliers
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The 2^k design and design optimality
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Addition of Center Points to a 2^k Design
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Plasma Etching Example
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Filtration Rate Example
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Unit 3: Blocking and Confounding in the 2^k Factorial Design-Blocking and Confounding in the 2^k Factorial Design
Unit 3: Introduction
Blocking a Replicated Design
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Confounding in Blocks
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Confounding in Blocks, Pt. 2
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Filtration Rate with Blocking Example
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Unit 4: Two-Level Fractional Factorial Designs-Two-Level Fractional Factorial Designs
Unit 4: Introduction
Why do Fractional Factorial Designs Work?
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Construction of a One-half Fraction
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The General 2^(k-p) Fractional Factorial Design
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Alias Structures in Fractional Factorials and Other Designs
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Resolution III Designs
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Plackett-Burman Designs
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Resolution IV and V Designs
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Filtration Rate Fractional Factorial Example
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Eye Focus Time Example
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