This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
Activity Number:
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682
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Type:
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Contributed
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Date/Time:
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Thursday, August 5, 2010 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Statistical Graphics
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Abstract - #308901 |
Title:
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Testing Equality of Independent Component Analysis Profiles
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Author(s):
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Hui Huang*+ and Anindya Roy
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Companies:
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University of Maryland Baltimore County and University of Maryland Baltimore County
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Address:
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Department of Mathematics and Statistics, Batimore, MD, 21250,
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Keywords:
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spentral density ;
independent component analysis ;
testing procedure
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Abstract:
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In our work we develop a procedure for testing equality of two spectral densities. Features of the test statistic depend on the asymptotic behavior of periodograms, and we theoretically examine the size and power of the test. We evaluate the performance of our test statistic via simulations. Then we apply our method to test equality of several independent components obtained from two groups of fMRI images.
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