Response Surfaces: Design of Experiments Methodology

Related lectures (32)

Page 3 of 4

Covers the design of a catapult experiment and higher order equations.

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

Explores model building using analysis of means for predicting factors' effects and interactions.

Explores fractional factorial design basics, including blocking alias, interaction effects, and design comparison.

Explores fractional factorial design, emphasizing main effects and interactions in experimental design.

Discusses experimental design strategies, factors, responses, treatment combinations, and degrees of freedom.

Explores canonical analysis, classic plans, and the simplex method in experimental designs.

Covers the basics of ANOVA using a case study on sleeping pill effectiveness.

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

Explores model formulas in R, covering basics, interactions, ANOVA, and factorial designs with practical examples.