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Activity Number:
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158
- SPEED: Statistical Methods, Computing, and Applications Part 2
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Type:
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Contributed
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Date/Time:
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Monday, August 8, 2022 : 10:30 AM to 11:15 AM
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Sponsor:
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Section on Physical and Engineering Sciences
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Abstract #323753
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Title:
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Approaching Supersaturated Screening as a Pilot Experiment
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Author(s):
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Michael McKibben* and Jonathan Stallrich
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Companies:
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NCSU and North Carolina State University
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Keywords:
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Supersaturated;
SSD;
pilot;
Screening;
Design;
sigma
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Abstract:
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The promise of supersaturated screening experiments is great, but practitioners often do no trust the results. In fact, these experiments were originally proposed as the first step in a sequential set of experiments, though they are often not utilized this way in practice. We propose approaching SSD not as a tool to screen out factors, but as pilot experiment to collect valuable information for subsequent experimentation. In particular we investigate the importance of a robust estimator for error variance that is not dependent on the model.
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Authors who are presenting talks have a * after their name.
