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Astrostatistics and Data Mining by Luis Manuel Sarro

Astrostatistics and Data Mining

by Luis Manuel Sarro
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Book cover type: Paperback
  • ISBN13: 9781489999177
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 272
  • Original Price: EUR 99.99
  • Language: English
  • Edition: 2012
  • Item Weight: 407 grams
  • BISAC Subject(s): Sky Observation, Space Science / Astronomy, and Physics / Astrophysics

From the Back Cover

This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research. The technical aspects related to the scientific analysis of the upcoming petabyte-scale databases are emphasized given the importance that scalable Knowledge Discovery techniques will have for the full exploitation of these databases.

Based on the 2011 Astrostatistics and Data Mining in Large Astronomical Databases conference and school, this volume gathers examples of the work by leading authors in the areas of Astrophysics and Statistics, including a significant contribution from the various teams that prepared for the processing and analysis of the Gaia data.

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