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Lecture
Full Factorial Design Introduction
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Related lectures (32)
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Surface Response Designs: II
Explores advanced surface response designs and optimization trade-offs.
Model Building: Analysis of Means
Explores model building using analysis of means for predicting factors' effects and interactions.
Introduction to ANOVA
Covers the basics of ANOVA using a case study on sleeping pill effectiveness.
Fractional Factorial Design and Analysis
Explores exploiting redundancies, confounding effects, and analyzing fractional factorials in experimental designs.
Methodology of Design of Experiments
Explores the basics of statistics, the significance of experimental designs, and their practical applications in various fields.
Linear Regression Analysis: Diagnostic and Variance
Explores linear regression diagnostic methods, variance analysis, and experimental design concepts.
DOE Qualitative factors: IV
Explores qualitative factors in Design of Experiments, including statistical tests and error types.
Factorial Design: Classic vs Fractional
Compares classic and fractional factorial designs, covering main effects, interactions, MATLAB generation, and chemical reactor analysis.
Fractional factorial design II
Covers the analysis of a 24-1 fractional factorial design and its aliases.
Canonical Analysis: Classic Plans and Simplex Method
Explores canonical analysis, classic plans, and the simplex method in experimental designs.