This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
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Activity Number:
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103
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Type:
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Invited
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Date/Time:
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Monday, August 2, 2010 : 8:30 AM to 10:20 AM
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Sponsor:
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Section on Physical and Engineering Sciences
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| Abstract - #305926 |
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Title:
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Analysis of Computer Experiments with Functional Response
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Author(s):
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Ying Hung*+ and Roshan Vengazhiyil Joseph
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Companies:
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Rutgers University and Georgia Institute of Technology
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Address:
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, Piscataway, NJ, , 08854
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Keywords:
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kriging
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Abstract:
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Most existing methods for analyzing computer experiments with single outputs such as kriging cannot be easily extended to functional outputs due to the computational problems caused by high-dimensionality of the response. In this paper, we propose a new procedure to overcome the computational problems. The proposed method is illustrated using a computer experiment conducted for optimizing residual stresses in machined parts.
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