Exploring Best Practices in the Design of Experiments - JMP
Exploring Best Practices in the Design of Experiments - JMP
Exploring Best Practices in the Design of Experiments - JMP
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Upshot – Def<strong>in</strong>itive Screen<strong>in</strong>g <strong>Design</strong>s<br />
1. Our view: eng<strong>in</strong>eers, scientists prefer three levels.<br />
2. Can estimate curvatures<br />
3. Can disentangle <strong>in</strong>teractions<br />
4. <strong>Design</strong>s project to fully estimable response surface designs <strong>in</strong> two<br />
or three factors, so with effect sparsity, two experiments for <strong>the</strong><br />
price <strong>of</strong> one.<br />
5. We see little or no reason to cont<strong>in</strong>ue <strong>the</strong> practice <strong>of</strong> us<strong>in</strong>g 2 k-p<br />
designs for four or more cont<strong>in</strong>uous factors!!<br />
4/29/2013
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