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A Hierarchical Bayesian Approach to Point-source Analysis in High-energy Neutrino Telescopes

We propose a novel approach to the detection of point-like sources of high-energy neutrinos. Motivated by evidence for emerging sources in existing data, we focus on the characterization and interpretation of these sources rather than the rejection of the background-only hypothesis. The hierarchical...

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Main Authors: Francesca Capel, Julian Kuhlmann, Christian Haack, Martin Ha Minh, Hans Niederhausen, Lisa Schumacher
Format: Artigo
Language:Inglês
Published: IOP Publishing 2024-01-01
Series:The Astrophysical Journal
Subjects:
High energy astrophysics
Neutrino astronomy
Particle astrophysics
Astronomical methods
Astrostatistics
Bayesian statistics
Online Access:https://doi.org/10.3847/1538-4357/ad7fe9
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