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When is Enough Good Enough in Gravitational Wave Source Modeling?

Louis J. Rubbo
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Abstract

A typical approach to developing an analysis algorithm for analyzing gravitational wave data is to assume a particular waveform and use its characteristics to formulate a detection criteria. Once a detection has been made, the algorithm uses those same characteristics to tease out parameter estimates from a given data set. While an obvious starting point, such an approach is initiated by assuming a single, correct model for the waveform regardless of the signal strength, observation length, noise, etc. This paper introduces the method of Bayesian model selection as a way to select the most plausible waveform model from a set of models given the data and prior information. The discussion is done in the scientific context for the proposed Laser Interferometer Space Antenna.

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Louis J. Rubbo. 2006-08-28. When is Enough Good Enough in Gravitational Wave Source Modeling?. https://doi.org/10.1063/1.2405106

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