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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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AstroinformaticsData mining

Papers overview

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Review
2019
Review
2019
Special Issue on Astrostatistics
4 Like most areas of science, astronomy has benefited from a tremendous increase in the amount of available data gathered in… 
Review
2019
Review
2019
Chapter 19 Mixture Models in Astronomy
Mixture models combine multiple components into a single probability density function. They are a natural statistical model for… 
2018
2018
Estimating galaxy cluster properties using Hierarchical Bayesian Models
...................................................................................................................... 1 Resumo… 
Review
2015
Review
2015
Library Guides: Statistics (Mathematical): Online Courses and Tutorials
research books and journal articles in mathematical statistics including astrostatistics, biostatistics, and other statistical… 
Review
2014
Review
2014
Astrostatistics and Data Mining
This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical… 
2014
2014
Proceedings of the First Astrostatistics School: Bayesian Methods in Cosmology
These are the proceedings of the First Astrostatistics School: Bayesian Methods in Cosmology, held in Bogot\'a D.C., Colombia… 
Review
2013
Review
2013
New Organizations to Support Astroinformatics and Astrostatistics
In the past two years, the environment within which astronomers conduct their data analysis and management has rapidly changed… 
2012
2012
Comment on "Bayesian astrostatistics: a backward look to the future" by Tom Loredo, arXiv:1208.3036
This short note points out two of the incongruences that I find in the Loredo (2012) comments on Andreon (2012), i.e. on my… 
2012
2012
2013 French School of Astrostatistics: the regression
The first French school on astrostatistics will be take place near Annecy on Octobre 21-25, 2013 : Website: http… 
2000
2000
**title** Asp Conference Series, Vol. **volume**, **publication Year** **editors** Computational Astrostatistics: Fast Algorithms and Efficient Statistics for Density Estimation in Large Astronomical…
We present initial results on the use of Mixture Models for density estimation in large astronomical databases. We provide herein… 
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