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This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 402
Type: Invited
Date/Time: Wednesday, August 1, 2007 : 10:30 AM to 12:20 PM
Sponsor: Section on Statistical Computing
Abstract - #308232
Title: The Use of Distances in Surveillance
Author(s): Marcello Pagano*+
Companies: Harvard University
Address: School of Public Health, Boston, MB, 02115-6023,
Keywords: distances ; surveillance ; high-dimensions
Abstract:

The distribution of distances between individuals is the focus of this talk. We show examples of where the study of such distances is useful in the detection of patterns and relationships. These may be studied even when the distribution of individuals is not known or hypothesized, a characteristic that becomes more important as the dimensionality of the data space increases. We show how to test hypotheses about these distributions, how to estimate prevalence in multidimensional spaces, and how to perform regressions.


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Revised September, 2007