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Inferring the intensity of Poisson processes at the limit of the detector sensitivity (with a case study on gravitational wave burst search)

P. Astone·G. D'Agostini
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Abstract

We consider the issue of reporting the result of search experiment in the most unbiased and efficient way, i.e. in a way which allows an easy interpretation and combination of results and which do not depend on whether the experimenters believe or not to having found the searched-for effect. Since this work uses the language of Bayesian theory, to which most physicists are not used, we find that it could be useful to practitioners to have in a single paper a simple presentation of Bayesian inference, together with an example of application of it in search of rare processes.

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P. Astone, G. D'Agostini. 1999-09-27. Inferring the intensity of Poisson processes at the limit of the detector sensitivity (with a case study on gravitational wave burst search). https://arxiv.org/abs/hep-ex/9909047

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