Astrostatistics and Data Mining

Released on by Luis Manuel Sarro
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  • Astrostatistics and Data Mining Book Detail

  • Author : Luis Manuel Sarro
  • Release Date : 2012-08-04
  • Publisher : Springer Science & Business Media
  • Genre : Science
  • Pages : 259
  • ISBN 13 : 1461433231
  • File Size : 55,55 MB
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Astrostatistics and Data Mining by Luis Manuel Sarro PDF Summary

Book Description: ​​​​​ ​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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Astrostatistics and Data Mining

Astrostatistics and Data Mining

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​​​​​ ​This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of as

Bayesian Methods for the Physical Sciences

Bayesian Methods for the Physical Sciences

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Statistical literacy is critical for the modern researcher in Physics and Astronomy. This book empowers researchers in these disciplines by providing the tools