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Abstract Details
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Activity Number:
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259
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Type:
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Roundtables
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Date/Time:
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Tuesday, July 31, 2012 : 7:00 AM to 8:15 AM
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Sponsor:
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Quality and Productivity Section
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| Abstract - #303976 |
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Title:
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Common Misconceptions in Response Surface Modeling
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Author(s):
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Thomas Bzik*+
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Companies:
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Air Products and Chemicals
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Address:
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5613 Tavern Cir, Macungie, PA, 18062-9046, United States
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Keywords:
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RSM ;
Response Surface Methodology ;
Quadratic Models ;
Design Optimality ;
DOE ;
Design of Experiments
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Abstract:
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Common misconceptions negatively impact the performance of typical application of response surface methodology in practice. Key issues include:
When is an "optimal" design suboptimal? Is too much randomization possible? One shot RSM analysis or an adaptive learning exercise? Are you ready to do an RSM? Hitting the edge of the modeling world Hidden dangers of no-intercept models in mixture analysis Unintended consequences of using transformations Full quadratic modeling or subset modeling? When should tendency models be used?
These issues anchor a lively discussion of RSM practices.
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The address information is for the authors that have a + after their name.
Authors who are presenting talks have a * after their name.
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