JMP data visualization illustration - clades

JMP® Education

Design of Experiments and Quality Improvement

JMP®: Modern Screening Designs

This advanced course presents strategies and methods, using JMP, for designing experiments to screen many factors in an optimal study, as well as several specialized analytical tools that respect the limited information available in such experiments. This course is designed to help scientists and engineers choose an appropriate technique for their particular situation.

Duration: 4 half-day sessions

Registration Fee: $400 US

Learn how to assess the complexity of the situation in terms of the number of factors and the number and nature of terms in the model as a guide to selecting a method to design the screening experiment and analyze the empirical evidence.

You will be able to:
  • Recognize situations that benefit from a screening experiment.
  • Make a fractional factorial design or Plackett-Burman design.
  • Make an orthogonal or near-orthogonal array or a definitive screening design.
  • Make a Bayesian D-optimal design or split-plot design with custom design.
  • Identify situations where each of the screening designs might be most useful.
  • Identify likely effects in the response using the effect screening emphasis and tools in the Fit Least Squares platform or the Screening platform.
  • Select a model using the Stepwise platform with forward selection or All Possible Models under the heredity restriction.

Before attending this advanced course, you should complete the JMP®: Classic Design of Experiments or JMP®: Custom Design of Experiments course or have equivalent experience.

This course is not an introduction to design of experiments.

Need for Screening
  • What is screening?
  • Important principles in screening.
  • Classic screening solutions.
Combinatorial Screening Designs
  • Orthogonal or near-orthogonal screening designs.
  • Definitive screening designs.
  • Custom screening designs.
Model Selection in Screening
  • Screening platform.
  • Forward stepwise regression.
  • All-subsets with heredity restrictions.
  • Fit definitive screening platform.
Course Dates

This course is not available at this time. Please check back at a later date.

Don’t see a course you want listed on the dates that you need? Contact us at training@jmp.com.