Automatic estimation of flux distributions of astrophysical source populations

DOI10.1214/14-AOAS750zbMath1304.85001arXiv1305.0979OpenAlexW3103459492MaRDI QIDQ484039

Paul Baines, Thomas C. M. Lee, Raymond K. W. Wong, Alexander Aue, Vinay L. Kashyap

Publication date: 17 December 2014

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1305.0979

zbMATH Keywords

Pareto distribution\(\log N - \log S\)broken power lawCDFN X-ray surveyinterwoven EM algorithmlikelihood computations

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Point estimation (62F10) Applications of statistics to physics (62P35) Hydrodynamic and hydromagnetic problems in astronomy and astrophysics (85A30)

Related Items (1)

Automatic estimation of flux distributions of astrophysical source populations

Cites Work

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• On image segmentation using information theoretic criteria
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• Marginal Likelihood Estimation via Power Posteriors
• Note on the Consistency of the Maximum Likelihood Estimate

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