Efficient method for measuring the parameters encoded in a gravitational-wave signal
Instrumentation and Methods for Astrophysics
2015-12-09 v1 High Energy Astrophysical Phenomena
General Relativity and Quantum Cosmology
Data Analysis, Statistics and Probability
Abstract
Once upon a time, predictions for the accuracy of inference on gravitational-wave signals relied on computationally inexpensive but often inaccurate techniques. Recently, the approach has shifted to actual inference on noisy signals with complex stochastic Bayesian methods, at the expense of significant computational cost. Here, we argue that it is often possible to have the best of both worlds: a Bayesian approach that incorporates prior information and correctly marginalizes over uninteresting parameters, providing accurate posterior probability distribution functions, but carried out on a simple grid at a low computational cost, comparable to the inexpensive predictive techniques.
Cite
@article{arxiv.1502.05407,
title = {Efficient method for measuring the parameters encoded in a gravitational-wave signal},
author = {Carl-Johan Haster and Ilya Mandel and Will M. Farr},
journal= {arXiv preprint arXiv:1502.05407},
year = {2015}
}
Comments
17 pages, 5 figures