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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: 289
Type: Contributed
Date/Time: Tuesday, July 31, 2007 : 10:30 AM to 12:20 PM
Sponsor: Section on Nonparametric Statistics
Abstract - #310249
Title: Use of the Spike-Motif Distance Metric
Author(s): Katherine Tranbarger*+
Companies: Amherst College
Address: Amherst College Dept of Math and CS, Amherst, MA, 01002,
Keywords: point pattern ; distance metric ; prototype pattern ; Basketball
Abstract:

One of three distance metrics proposed by Victor and Purpura for examining neuronal impulse trains, is the spike-motif distance. Past work has shown how a related distance (spike-time) can be used to determine a prototype sequence such that the distance between the prototype and all sequences in the data set is minimized. This work illustrates possible advantages of the spike-motif distance and how prototypes can be computed under this alternate metric. As an illustration, the method is shown applied to the timing of foul calls in professional Basketball.


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Revised September, 2007