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, 2020 This chapter introduces the key statistical concepts that are necessary to understand and analyze high-energy astronomical data. Our goal is to present enough information such that a reader may learn to judge the quality of their inferences and properly evaluate claims made in the literature. We first describe the role played by statistical methodology
Vinay L. Kashyap
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Astrostatistics and Data Mining
Springer Series in Astrostatistics, 2012 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.
Sarro, Luis +3 more
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Astrostatistics in the International Arena
Lecture Notes in Statistics, 2012 It was not until the last decades of the twentieth century that computing power and memory allowed the development of statistical software that was rigourous enough to entice astronomers to again become interested in statistics. During the 1990s, personal computers allowed estimation of continually sophisticated iterative statistical routines that ...
Joseph M Hilbe
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Special Issue on Astrostatistics
Statistical Analysis and Data Mining, 2013 Roberto Trotta, Axel Gandy
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Editorial for the special issue on astrostatistics
Statistical Methodology, 2012 Fionn Murtagh, Jean-Luc Starck
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Astrostatistics for luminosity calibration in the Gaia era
EAS Publications Series, 2014With Gaia currently in nominal mission mode and sending data to earth, the challenge for the astronomical community is to prepare for the use of what will be at the time of release one of the largest and most complex astronomical catalogues ever produced.
Xavier Luri +2 more
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Thirty Years of Astronomical Discovery With UKIRT, 2010
Part of the work carried out by the Spanish Virtual Observatory (SVO) is the development and test of techniques for the discovery of knowledge from large astronomical databases. The Virtual Observatory (VO) technology provides the astronomical community with archives containing large amounts of information which, analyzed with the proper tools, can ...
Luis Manuel Sarro, A Berihuete
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Part of the work carried out by the Spanish Virtual Observatory (SVO) is the development and test of techniques for the discovery of knowledge from large astronomical databases. The Virtual Observatory (VO) technology provides the astronomical community with archives containing large amounts of information which, analyzed with the proper tools, can ...
Luis Manuel Sarro, A Berihuete
exaly +2 more sources