On the future of astrostatistics: statistical foundations and statistical practice [PDF]
, 2012 8 pp, 2 figures. To appear in "Statistical Challenges in Modern Astronomy V," (Lecture Notes in Statistics, Vol. 209), ed. Eric D. Feigelson and G. Jogesh Babu; publication planned for Sep 2012; see http://www.springer.com/statistics/book/978-1-4614-3519 ...
Thomas J. Loredo
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Proceedings of the First Astrostatistics School: Bayesian Methods in Cosmology [PDF]
, 2014 Proceedings (in Spanish), supplemental electronic material accessible via links within the PDF. Appears in Cuadernos en Estadistica aplicada, Edicion especial, (2014)
Héctor J. Hortúa
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Prelude of Astrostatistics [PDF]
International Journal of Science and Research (IJSR), 2021 Amar Singh
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Computational AstroStatistics: Fast Algorithms and Efficient Statistics\n for Density Estimation in Large Astronomical Datasets [PDF]
, 2000 We present initial results on the use of Mixture Models for density estimation in large astronomical databases. We provide herein both the theoretical and experimental background for using a mixture model of Gaussians based on the Expectation Maximization (EM) Algorithm.
R. C. Nichol +5 more
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The Role of Statistics and Statisticians in the Future of Astrostatistics [PDF]
Proceedings of the International Astronomical Union, 2014 AbstractGiven the generic definition of statistics, it is clear that astronomers have engaged in statistical analysis of some variety since astronomy first emerged as a science. However, from the early nineteenth century until the beginning of the twenty-first the two disciplines have been somewhat estranged – there was no formal relationship between ...
Joseph M. Hilbe
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Astro2020 Science White Paper: The Next Decade of Astroinformatics and Astrostatistics [PDF]
, 2019 Over the past century, major advances in astronomy and astrophysics have been largely driven by improvements in instrumentation and data collection. With the amassing of high quality data from new telescopes, and especially with the advent of deep and large astronomical surveys, it is becoming clear that future advances will also rely heavily on how ...
Aneta Siemiginowska +51 more
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Comment on "Bayesian astrostatistics: a backward look to the future" by Tom Loredo, arXiv:1208.3036 [PDF]
, 2012 This short note points out two of the incongruences that I find in the Loredo (2012) comments on Andreon (2012), i.e. on my chapter written for the book "Astrostatistical Challenges for the New Astronomy". First, I find illogic the Loredo decision of putting my chapter among those presenting simple models, because one of the models illustrated in my ...
S. Andreon
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The Next Decade of Astroinformatics and Astrostatistics
, 2019 Over the past century, major advances in astronomy and astrophysics have been largely driven by improvements in instrumentation and data collection. With the amassing of high quality data from new telescopes, and especially with the advent of deep and large astronomical surveys, it is becoming clear that future advances will also rely heavily on how ...
Aneta Siemiginowska +51 more
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Panel Discussion: The Future of Astrostatistics [PDF]
, 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 ...
G. Jogesh Babu
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Introduction to the Special Section on Astrostatistics [PDF]
Statistical Science, 2004 Chris Genovese +2 more
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