Optimal Design - Advantages

Advantages

Optimal designs offer three advantages over suboptimal experimental designs:

  1. Optimal designs reduce the costs of experimentation by allowing statistical models to be estimated with fewer experimental runs.
  2. Optimal designs can accommodate multiple types of factors, such as process, mixture, and discrete factors.
  3. Designs can be optimized when the design-space is constrained, for example, when the mathematical process-space contains factor-settings that are practically infeasible (e.g. due to safety concerns).

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