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."

For a deeper exploration of DOE concepts and techniques, check out the following books:

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.

Enhance your learning by following along in JMP. Watch this video to see how easy it is to get started.

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