Results 1 to 10 of about 379 (121)
Grand Challenges in Astrostatistics [PDF]
Frontiers in Astronomy and Space Sciences, 2020 Astrostatistics is full of challenges and opportunities. We hope that this section of Frontiers in Astronomy and Space Sciences will become the home of experiments, discussions, propositions, solutions, a place where astronomers and statisticians can come together, where anyone can find research articles, reviews, opinions, codes, tutorials, that could
Didier Fraix-Burnet
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Introduction to papers on astrostatistics [PDF]
The Annals of Applied Statistics, 2009 Published in at http://dx.doi.org/10.1214/09-AOAS234 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Thomas J. Loredo +2 more
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The changing landscape of astrostatistics and astroinformatics [PDF]
Proceedings of the International Astronomical Union, 2016 AbstractThe history and current status of the cross-disciplinary fields of astrostatistics and astroinformatics are reviewed. Astronomers need a wide range of statistical methods for both data reduction and science analysis. With the proliferation of high-throughput telescopes, efficient large scale computational methods are also becoming essential ...
Eric D. Feigelson
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Bayesian Astrostatistics: A Backward Look to the Future [PDF]
, 2012 This perspective chapter briefly surveys: (1) past growth in the use of Bayesian methods in astrophysics; (2) current misconceptions about both frequentist and Bayesian statistical inference that hinder wider adoption of Bayesian methods by astronomers; and (3) multilevel (hierarchical) Bayesian modeling as a major future direction for research in ...
Thomas J. Loredo
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Special Issue on Astrostatistics [PDF]
CHANCE, 2019 Like most areas of science, astronomy has benefited from a tremendous increase in the amount of available data gathered in recent decades, from both ground- and space-based instruments.
Jessi Cisewski-Kehe, Chad Schafer
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LRP2020: Astrostatistics in Canada [PDF]
, 2019 White paper E017 submitted to the Canadian Long Range Plan ...
Gwendolyn M. Eadie +18 more
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Realizing the potential of astrostatistics and astroinformatics [PDF]
, 2019 This Astro2020 State of the Profession Consideration White Paper highlights the growth of astrostatistics and astroinformatics in astronomy, identifies key issues hampering the maturation of these new subfields, and makes recommendations for structural improvements at different levels that, if acted upon, will make significant positive impacts across ...
Gwendolyn M. Eadie +13 more
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The Exoplanets Catalogues and Archives: An Astrostatistical Analysis
Communications of the Byurakan Astrophysical Observatory, 2022 The discovery of more than 5000 exoplanets based on several methods will improve our understanding of the formation and evolution of the exoplanets. Due to the dramatically increases in the amount of the astronomical data in recent decades. Which can be analyzed statistically to extract scientific information and test astrophysical theories.
Ahmad Abushattal +2 more
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, 2019 This state-of-the-profession white paper focuses on the interdisciplinary fields of astrostatistics and astroinformatics, in which modern statistical and computational methods are applied to and developed for astronomical data. Astrostatistics and astroinformatics have grown dramatically in the past ten years, with international organizations ...
Eadie, Gwendolyn +17 more
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New Organizations to Support Astroinformatics and Astrostatistics [PDF]
, 2013 In the past two years, the environment within which astronomers conduct their data analysis and management has rapidly changed. Working Groups associated with international societies and Big Data projects have emerged to support and stimulate the new fields of astroinformatics and astrostatistics.
Eric D. Feigelson +3 more
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