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VOStat: A Distributed Statistical Toolkit for the Virtual Observatory

Graham, Matthew J. and Djorgovski, S. G. and Mahabal, A. A. and Williams, Roy D. and Babu, G. Jogesh and Feigelson, Eric D. and Berk, Daniel E. Vanden and Nichol, Robert and Wasserman, Larry (2005) VOStat: A Distributed Statistical Toolkit for the Virtual Observatory. In: Astronomical Data Analysis Software and Systems XIV. ASP Conference Series. No.347. Astronomical Society of the Pacific , San Francisco, CA, pp. 394-398. ISBN 1-58381-215-6 http://resolver.caltech.edu/CaltechAUTHORS:20110810-140105650

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Abstract

The nature of astronomical data is changing: data volumes are following Moore's law with a doubling every 18 months and data sets consisting of a billion data vectors in a 100-dimensional parameter space are becoming commonplace. Sophisticated statistical techniques are crucial to fully and efficiently exploit these and maximize the scientific return. A long-standing limitation, however, on the range and capability of such analyses has been the paucity of non-proprietary software. VOStat is the result of a cross-disciplinary collaboration between astronomers and statisticians to meet these challenges; it is a prototype knowledge-based statistical toolkit implemented within the VO paradigm for the entire astronomical community. VOStat consists of an easily extensible distributed web-based framework transparently accessed via a single science endpoint. An exploratory science application is presented to demonstrate some of the functionality currently offered by VOStat.


Item Type:Book Section
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http://aspbooks.org/a/volumes/article_details/?paper_id=2938PublisherUNSPECIFIED
Additional Information:© 2005 Astronomical Society of the Pacific. This work is supported in part by the NSF grant DMS-0101360.
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NSFDMS-0101360
Record Number:CaltechAUTHORS:20110810-140105650
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20110810-140105650
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:24788
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:13 Sep 2011 18:23
Last Modified:24 Apr 2012 22:55

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