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Inference with finite time series: Observing the gravitational Universe through windows
Colm Talbot, Eric Thrane, Sylvia Biscoveanu +1
Time series analysis is ubiquitous in many fields of science including gravitational-wave astronomy, where strain time series are analyzed to infer the nature of gravitational-wave…
Parallelized Inference for Gravitational-Wave Astronomy
Colm Talbot, Rory Smith, Eric Thrane +1
Bayesian inference is the workhorse of gravitational-wave astronomy, for example, determining the mass and spins of merging black holes, revealing the neutron star equation of stat…
Bilby: A user-friendly Bayesian inference library for gravitational-wave astronomy
Gregory Ashton, Moritz Huebner, Paul D. Lasky +18
Bayesian parameter estimation is fast becoming the language of gravitational-wave astronomy. It is the method by which gravitational-wave data is used to infer the sources' astroph…
Systematic calibration error requirements for gravitational-wave detectors via the Cramér-Rao bound
Evan D. Hall, Craig Cahillane, Kiwamu Izumi +2
Gravitational-wave (GW) laser interferometers such as Advanced LIGO transduce spacetime strain into optical power fluctuation. Converting this optical power fluctuations back into…