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Astrostatistics and Data Mining

Name: Astrostatistics and Data Mining
Brand: Springer-Verlag New York Inc.
SKU: 05257941
Price: 103.1 EUR
Availability: InStock
Author: Luis Manuel Sarro
ISBN: 9781461433224

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 05257941

Nakladateľstvo Springer-Verlag New York Inc., august 2012

This volume provides an overview of the field of Astrostatistics understood as the sub-discipline de... Celý popis

Libristo kód: 05257941

249 b

103.10 €

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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 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.