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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When might classical designs fail to match problem?<br />
• Multi-level designs: some factors at 2 levels, some at 3,<br />
some at four<br />
• Constra<strong>in</strong>ed designs: Can’t run <strong>the</strong> factors simultaneously<br />
at <strong>the</strong> high levels, chemical process will blow up <strong>the</strong> plant!<br />
• Some factors are qualitative, some not<br />
• I have a mixture experiment---factor levels are<br />
percentages that must add to one<br />
• My block sizes cannot be <strong>the</strong> same.<br />
• I want to augment an exist<strong>in</strong>g design.<br />
• Etc., etc., etc<br />
4/29/2013<br />
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