Fractional Factorial Design: Main Effects and Interactions

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Page 3 of 4

Covers experimental design using a balloon example to illustrate key concepts in factorial experiments and data analysis.

Explores mixing plans, constraints, and models in Design of Experiments, emphasizing the importance of degrees of freedom.

Explores modeling qualitative factors in experimental design, including pseudo-tensors, Latin squares, and ANOVA analysis.

Covers the analysis of a 24-1 fractional factorial design and its aliases.

Explores qualitative factors in Design of Experiments, including statistical tests and error types.

Introduces 2N Full Factorial Design, factorial matrices, main effects, interactions, MATLAB plans, and result analysis.

Explores linear regression diagnostic methods, variance analysis, and experimental design concepts.

Introduces Hadamard and Plackett-Burman designs, explaining construction, analysis, and optimization techniques.

Explores ANOVA, factorial experiments, and model evaluation techniques.

Covers the design and analysis of experiments, focusing on statistics for experimenters.