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Detecting gravitational radiation from neutron stars using a six-parameter adaptive MCMC method

Richard Umstätter·Renate Meyer·Réjean J. Dupuis·John Veitch·Graham Woan·Nelson Christensen
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Abstract

We present a Markov chain Monte Carlo technique for detecting gravitational radiation from a neutron star in laser interferometer data. The algorithm can estimate up to six unknown parameters of the target, including the rotation frequency and frequency derivative, using reparametrization, delayed rejection and simulated annealing. We highlight how a simple extension of the method, distributed over multiple computer processors, will allow for a search over a narrow frequency band. The ultimate goal of this research is to search for sources at a known locations, but uncertain spin parameters, such as may be found in SN1987A.

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Richard Umstätter, Renate Meyer, Réjean J. Dupuis, John Veitch, Graham Woan, Nelson Christensen. 2004-04-06. Detecting gravitational radiation from neutron stars using a six-parameter adaptive MCMC method. https://doi.org/10.1063/1.1835231

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