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Astrostatistics
Astrostatistics is a discipline which spans astrophysics, statistical analysis and data mining. It is used to process the vast amount of data…
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Astroinformatics
Data mining
Papers overview
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Review
2019
Review
2019
Chapter 19 Mixture Models in Astronomy
M. Kuhn
,
E. Feigelson
2019
Corpus ID: 155093727
Mixture models combine multiple components into a single probability density function. They are a natural statistical model for…
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2018
2018
Estimating galaxy cluster properties using Hierarchical Bayesian Models
L. Ebrahimpour
2018
Corpus ID: 196183132
...................................................................................................................... 1 Resumo…
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2014
2014
Proceedings of the First Astrostatistics School: Bayesian Methods in Cosmology
H'ector J. Hort'ua
2014
Corpus ID: 88513856
These are the proceedings of the First Astrostatistics School: Bayesian Methods in Cosmology, held in Bogot\'a D.C., Colombia…
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Review
2013
Review
2013
New Organizations to Support Astroinformatics and Astrostatistics
E. Feigelson
,
Ž. Ivezić
,
J. Hilbe
,
K. Borne
2013
Corpus ID: 61295111
In the past two years, the environment within which astronomers conduct their data analysis and management has rapidly changed…
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Review
2013
Review
2013
Non-Temporal ARIMA Models in Statistical Research
David J. Corliss
2013
Corpus ID: 15729111
Mathematical models employing an autoregressive integrated moving average (ARIMA) have found very wide applications following…
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2012
2012
Comment on "Bayesian astrostatistics: a backward look to the future" by Tom Loredo, arXiv:1208.3036
S. Andreon
2012
Corpus ID: 88520125
This short note points out two of the incongruences that I find in the Loredo (2012) comments on Andreon (2012), i.e. on my…
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2012
2012
2013 French School of Astrostatistics: the regression
D. Fraix-Burnet
2012
Corpus ID: 128729796
The first French school on astrostatistics will be take place near Annecy on Octobre 21-25, 2013 : Website: http…
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2007
2007
A Particle Physicist's Perspective on Astrostatistics
L. Lyons
2007
Corpus ID: 117719701
2003
2003
Highly-Structured Statistical Models in High-Energy Astrophysics
D. V. van Dyk
2003
Corpus ID: 8773166
In recent years, an innovative trend has been growing in applied statistics—it is becoming ever more feasible to build…
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2000
2000
**title** Asp Conference Series, Vol. **volume**, **publication Year** **editors** Computational Astrostatistics: Fast Algorithms and Efficient Statistics for Density Estimation in Large Astronomical…
R. Nichol
,
A. J. Connolly
,
A. W. Moore
,
J. Schneider
,
C. Genovese
,
L. Wasserman
2000
Corpus ID: 266013030
We present initial results on the use of Mixture Models for density estimation in large astronomical databases. We provide herein…
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