Optimal Design of Experiments: A Case Study Approach

Chapter 7: A Response Surface Design in Blocks


Design of experiments is a powerful tool for understanding systems and processes with many applications for efficient and effective information gathering.

Authors Peter Goos and Bradley Jones use conversational case studies to show how to make a design match the process or system under study using available resources – and still optimize the information obtained from the experiment.

You will learn:

  • When to “block an experiment,” or perform an experiment in a group of runs.
  • Ways to construct a blocked experiment.
  • A general approach for the design and analysis of blocked experiments.
  • When to use optimal blocking as an alternative.
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