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Lecture
Methodology of Design of Experiments
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Related lectures (32)
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Graphical Analysis of Full Factorials
Explores the graphical analysis of full factorial experiments, emphasizing efficient data analysis and interpretation of main effects and interactions.
Surface Response Designs: II
Explores advanced surface response designs and optimization trade-offs.
Introduction to Fractional Factorial Designs
Covers Fractional Factorial Designs, types, examples, balanced designs, and exploiting redundancies in interactions.
Canonical Analysis: Classic Plans and Simplex Method
Explores canonical analysis, classic plans, and the simplex method in experimental designs.
DOE Qualitative factors III
Explores qualitative factors in Design of Experiments, including Latin squares, factorial designs, and ANOVA tables.
Fractional Factorial Example and Higher Order Equations
Covers the design of a catapult experiment and higher order equations.
Linear Regression Analysis: Diagnostic and Variance
Explores linear regression diagnostic methods, variance analysis, and experimental design concepts.
Fractional Factorial Designs: Generation and Resolution
Explores the methodology of fractional factorial designs in experimental setups.
Model Building: Analysis of Means
Explores model building using analysis of means for predicting factors' effects and interactions.
Response Surface Design: Lack of Fit
Explores response surface design, emphasizing lack of fit analysis and quadratic models, with practical examples in Matlab.
