Statistical Thinking for Industrial Problem Solving

Course Resources

Design of Experiments

Visit the JMP Online Documentation home page to search for more information on the following topics:

  • For technical details on types of experimental designs and applications, search for the "Design of Experiments Guide."
  • For information on fractional factorials and Plackett-Burman designs, including details on confounding and aliasing in screening designs, search for "screening designs."
  • To learn more about generating custom designs, including split plot designs, optimality criteria, design evaluation, blocking, and determining the sample size, search for "custom designs."
  • For details on the construction of response surface designs, types of designs, and when to use these designs, search for "response surface designs."
  • To learn more about the construction of definitive screening designs and when to use them, search for "definitive screening designs."
  • For information on testing for curvature in a response with the addition of a lack of fit test, search for "center points."
  • For details on sequential experimentation and augmenting designs, search for "augment designs."
  • To learn more about attribute measurement studies, search for "attribute gauge charts."
  • For details on robustness experiments, search for "Taguchi designs."


Explore the Mastering JMP DOE webinar series for videos on how to design and analyze experiments for a variety of scenarios in JMP.


For a collection of resources for learning and teaching DOE, see the DOE Course Materials page.