Robust Bayesian detection of unmodelled bursts

Searle, Antony C., Sutton, Patrick J. ORCID: https://orcid.org/0000-0003-1614-3922, Tinto, Massimo and Woan, Graham 2008. Robust Bayesian detection of unmodelled bursts. Classical and Quantum Gravity 25 (11) , 114038. 10.1088/0264-9381/25/11/114038

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Abstract

We develop a Bayesian treatment of the problem of detecting unmodelled gravitational wave bursts using the new global network of interferometric detectors. We also compare this Bayesian treatment with existing coherent methods, and demonstrate that the existing methods make implicit assumptions on the distribution of signals that make them sub-optimal for realistic signal populations.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Physics and Astronomy
Subjects:	Q Science > QB Astronomy
Publisher:	Institute of Physics
ISSN:	0264-9381
Last Modified:	10 May 2023 01:05
URI:	https://orca.cardiff.ac.uk/id/eprint/19984

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