Lecture Notes

ISyE 6413 - Design and Analysis of Experiments

• Syllabus
• Unit 1 : Introduction to DOE and Basic Regression Analysis
• Unit 2 : Experiments with a Single Factor : One Way ANOVA
• Unit 3 : Experiments with More Than One Factor
• Unit 4 : Full Factorial Experiments at two levels
• Unit 5 : Fractional Factorial Experiments at Two Levels
• Unit 6 : Fractional Factorial Experiments at Three Levels
• Unit 7 : Orthogonal Arrays and Response Surface Methodology
• Unit 8 : Robust Parameter Design

Unit 1: Linear Regression

Dataset 2Air Pollution Data (Section 1.8)