Advantages
Optimal designs offer three advantages over suboptimal experimental designs:
- Optimal designs reduce the costs of experimentation by allowing statistical models to be estimated with fewer experimental runs.
- Optimal designs can accommodate multiple types of factors, such as process, mixture, and discrete factors.
- 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).
Read more about this topic: Optimal Design
Famous quotes containing the word advantages:
“To become aware in time when young of the advantages of age; to maintain the advantages of youth in old age: both are pure fortune.”
—Johann Wolfgang Von Goethe (1749–1832)
“The advantages found in history seem to be of three kinds, as it amuses the fancy, as it improves the understanding, and as it strengthens virtue.”
—David Hume (1711–1776)
“If we help an educated man’s daughter to go to Cambridge are we not forcing her to think not about education but about war?—not how she can learn, but how she can fight in order that she might win the same advantages as her brothers?”
—Virginia Woolf (1882–1941)