Fractional Factorial Design: Main Effects and Interactions

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Fractional Factorial Design and Analysis

Explores exploiting redundancies, confounding effects, and analyzing fractional factorials in experimental designs.

Fractional Factorial Designs: Understanding Interactions

Covers fractional factorial designs to efficiently study interactions in experiments, focusing on aliasing, geometric interpretation, and effect selection.

Design of Experiments: Efficiency and Interactions

Introduces the Design of Experiments, emphasizing efficiency and interactions in R&D through historical context and practical examples.

Introduction to ANOVA

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

Experimental Design: Strategies and Analysis

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

Fractional Factorial Designs

Explores fractional factorial designs, from types to analysis and model building.

Model Building: Analysis of Means

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

Fractional Factorial Designs: Generation and Resolution

Explores the methodology of fractional factorial designs in experimental setups.

Qualitative factors II

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

Factorial Design: Classic vs Fractional

Compares classic and fractional factorial designs, covering main effects, interactions, MATLAB generation, and chemical reactor analysis.