Interaction (statistics)

Formal sciences
Statistics
Data collection
Design of experiments

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Introduction to Fractional Factorial Designs

Covers Fractional Factorial Designs, types, examples, balanced designs, and exploiting redundancies in interactions.

Fractional factorial design: Resolution and Standardized Effects

Explains fractional factorial design principles, focusing on resolution and standardized effects in chemical reactors.

Fractional factorial design: Basics and Applications

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

Factorial Design: Quantitative Factors

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

Fractional Factorial Design: Rechtschaffner Plan

Explains the advantages of the Rechtschaffner plan over similar factorial designs.

Qualitative factors II

Explores qualitative factors in experimental design, factorial strategies, model computation, and practical exercises in Matlab.

Graphical Analysis of Full Factorials

Explores the graphical analysis of full factorial experiments, emphasizing efficient data analysis and interpretation of main effects and interactions.

Experimental Design: Strategies and Analysis

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

Modeling Qualitative Factors

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

Model Building: Analysis of Means

Explores model building using analysis of means to predict removal rates and adhesion strength.