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Lecture
ANOVA in Full Factorial Designs
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Fractional factorial design: Basics and Applications
Explores fractional factorial design basics, including blocking alias, interaction effects, and design comparison.
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Design of Experiments: Efficiency and Interactions
Introduces the Design of Experiments, emphasizing efficiency and interactions in R&D through historical context and practical examples.
Design of Experiments Basics
Covers the fundamentals of Design of Experiments (DOE) and experimental strategies.
Fractional Factorial Designs: Generation and Resolution
Explores the methodology of fractional factorial designs in experimental setups.
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Covers basic probability theory, ANOVA, experimental design, and correlations, emphasizing the importance of planning multiple tests and power analysis.
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Mixing Plans: Constraints and Models
Explores mixing plans, constraints, and models in Design of Experiments, emphasizing the importance of degrees of freedom.
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