Factorial Experimental Design

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (32)

Page 2 of 4

Fractional Factorial Example and Higher Order Equations

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

Experimental Design: Balloon Example

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

Model Building: Analysis of Means

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

ANOVA and Factorial Experiments

Explores ANOVA, factorial experiments, and model evaluation techniques.

Fractional Factorial Design and Analysis

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

Fractional Factorial Designs: Understanding Interactions

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

Introduction to ANOVA

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

Modeling Qualitative Factors

Explores modeling qualitative factors in experimental design, including pseudo-tensors, Latin squares, and ANOVA analysis.

Understanding Statistics & Experimental Design

Covers basic probability theory, ANOVA, experimental design, and statistical reporting errors.

Design of Experiments: Efficiency and Interactions

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