Lectures related to Factorial experiment

Factorial Design: Classic vs Fractional

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

Fractional Factorial Designs: Generation and Resolution

Explores the methodology of fractional factorial designs in experimental setups.

Fractional Factorial Designs: Understanding Interactions

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

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

Fractional Factorial Design: Main Effects and Interactions

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

Fractional factorial design: Basics and Applications

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

Fractional factorial design II

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

Fractional factorial design: Resolution and Standardized Effects

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

Full Factorial Design Introduction

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

Design of Experiments: Efficiency and Interactions

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

Design of Experiments: Statistical Design and Analysis

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

ANOVA in Full Factorial Designs

Explores replicates, ANOVA, and factor elimination in full factorial designs using ANOM tables and model equations.

Factorial Experimental Design

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

Fractional Factorial Designs

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

Factorial Design Analysis

Discusses factorial design analysis, focusing on model determination and factor influence.

Fractional Factorial Design: Rechtschaffner Plan

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

Introduction to Fractional Factorial Designs

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

Factorial Design: Quantitative Factors

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

Qualitative factors II

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

DOE Qualitative factors III

Explores qualitative factors in Design of Experiments, including Latin squares, factorial designs, and ANOVA tables.