Factorial experiment

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Related lectures (32)

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

Mixing Plans: Constraints and Models

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

Model Formulas in R: Basics and Applications

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

Qualitative Factors in Workshop Optimization

Covers the optimization of a workshop through qualitative factors analysis and modeling.

Fractional Factorial Example and Higher Order Equations

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

Graphical Analysis of Full Factorials

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

Design and Analysis of Experiments

Covers the design and analysis of experiments, focusing on statistics for experimenters.

Model Building: Analysis of Means

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

DOE Qualitative factors: IV

Explores qualitative factors in Design of Experiments, including statistical tests and error types.

Fractional Factorial Design and Analysis

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

Introduction to ANOVA

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

Convergence Criteria and Factorial Expressions

Explores convergence criteria and factorial expressions for sequences and series.

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