Design of experiments

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Related lectures (32)

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ExVR Workshop: Introduction and Showcase

Introduces ExVR, a software for creating and executing 3D/2D experiments using VR or not, and showcases various tasks.

Red Influence: Attractiveness, Desirability, and Status

Explores the effects of red on attractiveness, desirability, and status, emphasizing statistical analysis and the challenges of replication and publication bias.

Causal Analysis of Observational Data

Covers causal analysis of observational data, pitfalls, tools for valid conclusions, and addressing confounding variables.

Model Building: Analysis of Means

Explores model building using analysis of means to predict removal rates and adhesion strength.

Experimental Design: Balloon Example

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.

Statistical Modeling: Fundamentals and Process Factors

Covers the fundamental concept of statistical modeling and process factors for prediction and optimization.

Freely-Jointed-Chain Model

Explores the statistical properties of the Freely-Jointed-Chain model and the Worm-like Chain Model transition from discrete to continuum.

Design of Experiments Basics

Covers the fundamentals of Design of Experiments (DOE) and experimental strategies.

Hadamard Design: Introduction and Construction

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