Astrostatistics and Data Mining
- Luis Manuel Sarro
- Laurent Eyer
- William O'Mullane
- Joris De Ridder
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Know about the book -
Astrostatistics and Data Mining is written by Luis Manuel Sarro and published by Springer Science & Business Media. It's available with International Standard Book Number or ISBN identification 1461433231 (ISBN 10) and 9781461433231 (ISBN 13).
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.
