A Guide to Experimental Design

Info Kit for Intermediate Practitioners

Congratulations! You’ve chosen to sharpen your experimental design skills to take you and your organization to the next level.  This information kit provides some valuable resources to help you do just that and includes:

Design of Experiment Case Studies with Professor Peter Goos


In this series of video modules, Professor Goos guides you step-by-step on how to use:

  • response surface design to investigate a chemical reaction.
  • blocking design to determine what factors impact the stability of a vitamin.
  • split-plot design to run experimentation in a wind tunnel.
  • definitive screening design to determine optimal setting for a laser etching process.

Boosting Performance with Custom Designed Experiments


Drawing on the example of a multi-layer packaging film development process, this video demonstrates how to balance multiple factor ranges and types to inform and streamline experimentation. You’ll walk away understanding how to test only the factors that have the biggest impact on your processes.

Optimizing Processes with Design of Experiments


This recommended reading includes case studies that describe how a specialty chemical supplier and semiconductor manufacturer discovered best practices for collecting and analyzing new, relevant data simply and quickly.

Topics include:

  • How to optimize a manufacturing process to increase yield and quality.
  • How to drive new product introduction with improved processes.
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