Astrostatistics and Data Mining

Luis Manuel Sarro (u. a.)

ISBN 10: 1461433223 / ISBN 13: 9781461433224

Edité par Springer, 2012

Astrostatistics and Data Mining | Luis Manuel Sarro (u. a.) | Buch | Springer Series in Astrostatistics | xii | Englisch | 2012 | Springer | EAN 9781461433224 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. N° de réf. du vendeur 106578506

Synopsis :

​​​​​ ​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.

Présentation de l'éditeur: This book offers an overview of the statistical analysis of astronomical data, presenting examples that apply current methodologies to open issues in astronomical research, and exploring scientific analysis of the upcoming petabyte-scale databases.

Détails bibliographiques

Titre : Astrostatistics and Data Mining
Éditeur : Springer
Date d'édition : 2012
Reliure : Buch
Etat : Neu