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Abstract Details
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Activity Number:
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157
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Type:
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Topic Contributed
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Date/Time:
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Monday, July 30, 2012 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Physical and Engineering Sciences
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| Abstract - #304885 |
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Title:
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Using Approximate Effect Power to Construct Supersaturated Designs
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Author(s):
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Byran J Smucker*+ and Maria Weese and David Edwards
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Companies:
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Miami University and Miami University (Ohio) and Virginia Commonwealth University
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Address:
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311 Upham Hall, Oxford, OH, , USA
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Keywords:
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supersaturated design ;
approximate power ;
exchange algorithm
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Abstract:
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An important property of any experimental design is its ability to detect the correct active factors. For supersaturated designs, in which potential factors outnumber experimental runs, power is even more critical. We propose using an approximation of effect power as a design criterion and construct supersaturated designs via an exchange algorithm. The approximate power has a large computational advantage over simulated power, which has been used previously to construct supersaturated designs.
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