Fractional Factorial Example and Higher Order Equations

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Design of Experiments: Efficiency and Interactions

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

Fractional Factorial Designs: Understanding Interactions

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ANOVA in Full Factorial Designs

Explores replicates, ANOVA, and factor elimination in full factorial designs using ANOM tables and model equations.

Introduction to ANOVA

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

Model Building: Analysis of Means

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

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.

Qualitative factors II

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

Mixing Plans: Constraints and Models

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

Fractional Factorial Designs: Generation and Resolution

Explores the methodology of fractional factorial designs in experimental setups.