Design of Experiments

Syllabus: Tools for Effective Experimentation

Links / Notes

  1. Case-studies and articles from Statease, developer of Design Expert software (Added 25 Oct 2004)
  2. An Introduction to Design of Experiments (Flash Presentation) (495kB) (Updated 20 Jan 2006)
  3. The problem of interpreting experimental results (Added 29 Oct 2004)
  4. The purpose of randomization (Added 29 Oct 2004)
  5. A rationale for randomization (Added 29 Nov 2007)
  6. Restricted randomization (Added 29 Oct 2004)
  7. Why can't I just write down random numbers? (Added 15 Dec 2004)
  8. Hypothesis Testing Rationale (Added 26 Mar 2008)
  9. Comparing two methods experimentally (Added 27 Apr 2004)
  10. Comparing two methods in pairs (Added 3 May 2004)
  11. Simple Method for One Way Analysis of Variance (Updated 28 Oct 2004)
  12. Introduction to Factorial Experiments and DoE Terminology (Flash Presentation) (120kB) (Updated 20 Jan 2006)
  13. Yate's algorithm for calculation of effects in a 2 k design (added 24 Mar 2004)
  14. Testing significance of effects in a 2 k factorial experiment (added 27 Mar 2004)
  15. Normal Probability Plot on ordinary graph paper (added 27 Mar 2004)
  16. Developing a mathematical model (added 30 Mar 2004)
  17. Residual Analysis, testing for model adequacy (added 30 Mar 2004)
  18. Finding the Alias Structure of a Fractional Factorial (added 30 Nov 2004)
  19. A device to demonstrate DoE in classroom catapult (added 18 May 2004)
  20. Some Practical Design of Experiment Implications of Regression (added 8 Mar 2005)
  21. Problems in DoE (corrected 30 Mar 2004)
  22. Books on DoE (Added 02 Dec 2004)
  23. Link to sample student projects at Montgomery's website (Added 07 Apr 2005)
  24. Some Student Projects (added 10 Oct 2005)
  25. Link to videos by Dr George EP Box (added 26 Oct 2013)
  26. Link to a video on experimental design(added 26 Oct 2013)



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