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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
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)
Michael Stein, Thomas Loredo
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Panel Discussion: The Future of Astrostatistics [PDF]
Lecture Notes in Statistics, 2012 Four experienced astrostatisticians express their views on the promise of astrostatistics in the future: David van Dyk (University College London) discusses massive datasets and complex models, Eric Feigelson (Penn State University) speaks on the past and future of astrostatistics, Thomas Loredo (Cornell University) elucidates fundamentals underlying ...
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Efficient galaxy classification through pretraining
Frontiers in Astronomy and Space Sciences, 2023 Deep learning has increasingly been applied to supervised learning tasks in astronomy, such as classifying images of galaxies based on their apparent shape (i.e., galaxy morphology classification) to gain insight regarding the evolution of galaxies.
Jesse Schneider +2 more
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iid2022: a workshop on statistical methods for event data in astronomy
Frontiers in Astronomy and Space Sciences, 2023 We review the iid2022 workshop on statistical methods for X-ray and γ-ray astronomy and high–energy astrophysics event data in astronomy, held in Guntersville, AL, on Nov. 15–18 2022.
Eric D. Feigelson +1 more
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Introduction to the Special Section on Astrostatistics
Statistical Science, 2004 Genovese, Chris +2 more
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Data Science Journal, 2015 The fields of Astrostatistics and Astroinformatics are vital for dealing with the big data issues now faced by astronomy. Like other disciplines in the big data era, astronomy has many V characteristics.
Yanxia Zhang, Yongheng Zhao
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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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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.
A. A. Abushattal +2 more
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The Farmer: A Reproducible Profile-fitting Photometry Package for Deep Galaxy Surveys
The Astrophysical Journal Supplement Series, 2023 While space-borne optical and near-infrared facilities have succeeded in delivering a precise and spatially resolved picture of our Universe, their small survey area is known to underrepresent the true diversity of galaxy populations.
J. R. Weaver +19 more
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