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Activity Number: 332
Type: Invited
Date/Time: Tuesday, August 6, 2013 : 10:30 AM to 12:20 PM
Sponsor: IMS
Abstract - #307202
Title: Pointing in New Directions
Author(s): Peter Guttorp*+ and Aila Särkkä and Thordis Thorarinsdottir
Companies: University of Washington and Chalmers Technicl University and Norwegian Computing Center
Keywords: Cluster point process ; Neyman-Scott structure ; Non-Poisson cluster process ; Bayes factor
Abstract:

We go back in history to find early uses of point process models. Connecting old-fashioned point process models with new-fangled methodology, we use a neurology data set on nerve endings as a laboratory for model assessment in general clustered point processes. Trying to determine what kind of distinctions a given set of data sets allows is important in choosing model components. We also look at a spatiotemporal data set in visual arts, searching for differences in how novices and more experienced individuals look at art.


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