Fractional factorial design

Formal sciences
Statistics
Data collection
Design of experiments

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Related lectures (32)

Experimental Design: Strategies and Analysis

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

Experimental Design: Balloon Example

Covers experimental design using a balloon example to illustrate key concepts in factorial experiments and data analysis.

Fractional Factorial Example and Higher Order Equations

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

Factorial design II

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

Model Formulas in R: Basics and Applications

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

Model Building: Analysis of Means

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

Graphical Analysis of Full Factorials

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

Methodology of Design of Experiments

Explores the basics of statistics, the significance of experimental designs, and their practical applications in various fields.

Introduction to ANOVA

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

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.

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