JMP 12 Design of Experiments Guide

  • 7h 2m
  • SAS Institute
  • SAS Institute
  • 2015

JMP 12 Design of Experiments Guide covers classic DOE designs (for example, full factorial, response surface, and mixture designs). Read about more flexible custom designs, which you generate to fit your particular experimental situation. Discover JMP’s definitive screening designs, an efficient way to identify important factor interactions using fewer runs than required by traditional designs. And read about creating designs that test systems where failures occur as a result of interactions among components or subsystems. The book also provides guidance on determining an appropriate sample size for your study.

In this Book

  • Learn about JMP—Documentation and Additional Resources
  • Introduction to DOE—Overview of Design of Experiment Platforms
  • Starting Out with DOE—Example and Key Concepts
  • Custom Designs—Construct Designs That Meet Your Needs
  • Examples of Custom Designs—Perform Experiments That Meet Your Needs
  • Definitive Screening Designs
  • Screening Designs
  • The Screening Platform—Analyze Data from Screening Experiments
  • Response Surface Designs
  • Full Factorial Designs
  • Mixture Designs
  • Covering Arrays—Detecting Component Interaction Failures
  • Discrete Choice Designs
  • Space-Filling Designs
  • Accelerated Life Test Designs—Designing Experiments for Accelerated Life Tests
  • Nonlinear Designs
  • Taguchi Designs
  • Evaluate Designs—Explore Properties of Your Design
  • Augmented Designs
  • Prospective Sample Size and Power