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Concept

Fractional factorial design

Related lectures (32)

Fractional factorial design II

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

Fractional factorial design: Basics and Applications

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

Fractional factorial design: Resolution and Standardized Effects

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

Hadamard Design: Introduction and Construction

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

Design of Experiments: Efficiency and Interactions

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

Factorial Experimental Design

Covers factorial experimental design, 2-way ANOVA, interaction plots, and unbalanced designs.

Factorial design II

Explores the visualization and selection of effects in a 2N Full Factorial Design using the Normal plot method.

Qualitative factors II

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

Plackett-Burman Design: Hadamard Matrix

Explores the construction and application of Hadamard matrices for efficient estimation of main effects without interactions in the Plackett-Burman Design.

Factorial Design: Quantitative Factors

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

Fractional Factorial Designs: Understanding Interactions Log in to Mediaspace to watch this video

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

Fractional Factorial Design: Normality Testing and Blocking Techniques Log in to Mediaspace to watch this video

Explores fractional factorial design, normality testing, and blocking techniques in experimental design.

Fractional Factorial Designs: Generation and Resolution Log in to Mediaspace to watch this video

Explores the methodology of fractional factorial designs in experimental setups.

Fractional Factorial Design: Main Effects and Interactions Log in to Mediaspace to watch this video

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

Factorial Design: Classic vs Fractional Log in to Mediaspace to watch this video

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

Fractional Factorial Designs Log in to Mediaspace to watch this video

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

Design of Experiments: Statistical Design and Analysis Log in to Mediaspace to watch this video

Covers statistical design of experiments, focusing on minimizing costs and maximizing accuracy.

Introduction to Fractional Factorial Designs Log in to Mediaspace to watch this video

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

Fractional Factorial Design: Rechtschaffner Plan Log in to Mediaspace to watch this video

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

Full Factorial Design Introduction Log in to Mediaspace to watch this video

Covers the basics of full factorial design, coding, graphical outputs, and data analysis.