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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 1http://exploringdata.cqu.edu.au/oly_gold.htm

Dataset 2http://lib.stat.cmu.edu/DASL/Stories/AirPollutionandMortality.html

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