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Abstract Details
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Activity Number:
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55
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Type:
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Invited
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Date/Time:
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Sunday, July 29, 2012 : 4:00 PM to 5:50 PM
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Sponsor:
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WNAR
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| Abstract - #303562 |
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Title:
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Pathway Analysis and Improved Discriminant Analysis of Microarray Data from Genomic Expression Omnibus
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Author(s):
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Herbert Pang*+
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Companies:
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Duke University
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Address:
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DUMC 2721, 2424 Erwin Road, Durham, NC, 27705,
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Keywords:
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discriminant analysis ;
genomics ;
microarray ;
pathway analysis
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Abstract:
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The availability of high-dimensional genomic data from public domains has provided us with opportunities to develop data analytical methods, statistical modeling strategies, and computational algorithms. These data vary in dimensions and properties. The high-dimensional nature and relatively small sample size present statistical challenges. These challenges in translational genomics have encouraged a boom in methodological investigations. In this talk, I will present examples of statistical methodologies developed as a result of secondary analysis of public genomic data. Several real datasets from genomic expression omnibus will be used as illustrations.
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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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