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Fall 2007
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Heike Hofmann Department of Statistics Iowa State University "Scagnostics for Projection Pursuit"
3:00 Refreshments in 241 Schaeffer Hall
3:30 Talk in 140 Schaeffer Hall
Finding "interesting" projections in high dimensional space has a long tradition, yielding in methodological solutions such as the grand tour (Asimov 1958) or projection pursuit methods. While the grand tour walks through the high-dimensional space on a path that covers all possible lower dimensional projections, this path is optimized in projection pursuit methods for one specific optimality index. We propose an application of graph-theoretic indices as optimization criterion in projection pursuit: instead of a single criterion, a combination of these indices allows us to look for projections that are e.g. 80% "skinny", 15% "clumpy" with 0% outliers, etc. By allowing to change the index setting interactively, the analyst can guide the projection pursuit in more ways than the usual parameters allow.
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All talks are free and open to the public.
To receive colloquium reminders via email, please send a request to statistics@uiowa.edu.
The 37th Annual Craig Lectures will be on October 11 and 12. Our speaker this year is Nancy Reid from the University of Toronto.
Past colloquia:
Spring 2007 |
Fall 2006 | Spring 2006 |
Fall 2005 |
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