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Bayesian inference for compact binary coalescences with BILBY: Validation and application to the first LIGO--Virgo gravitational-wave transient catalogue

by Veitch, J , Lower, M E , Lasky, P D , Huebner, M , Ghosh, Abhirup , Green, R , Puerrer, M , Sarin, N , Talbot, C , Kim, A X , Carney, M , D'Emilio, V , Garcia-Quiros, C , Xiao, L , Ashton, G , Husa, S , Macleod, D , Galaudage, S , Athar, K , Bose, N , Chatziioannou, K , Hernandez-Vivanco, F , Keitel, D , Romero-Shaw, I M , Arene, M , Colleoni, M , Rizzo, M , Vajpeyi, A , Powell, J , Raymond, V , Edelman, B , Smith, R , C -J Haster , Coughlin, S , Banagiri, S , Ossokine, S , Thrane, E , Biscoveanu, S , Payne, E , Clark, J A , Miller, A , Ramos-Buades, A , Berry, C P L , Pitkin, M , Stevenson, S , Morisaki, S , Phukon, K S , I Magana Hernandez , Estelles, H , Hoy, C , Williams, M J , Oh, S H , Pratten, G , Cotesta, R , De Lillo, N , Karathanasis, C , Millhouse, M , Mateu-Lucena, M , Williams, D

in Astronomy / Bayesian analysis / Binary stars / Black holes / Coalescing / Gravitation / Gravitational waves / Neutron stars / Statistical inference

2021

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Bayesian inference for compact binary coalescences with BILBY: Validation and application to the first LIGO--Virgo gravitational-wave transient catalogue

in Astronomy / Bayesian analysis / Binary stars / Black holes / Coalescing / Gravitation / Gravitational waves / Neutron stars / Statistical inference

2021

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Bayesian inference for compact binary coalescences with BILBY: Validation and application to the first LIGO--Virgo gravitational-wave transient catalogue

in Astronomy / Bayesian analysis / Binary stars / Black holes / Coalescing / Gravitation / Gravitational waves / Neutron stars / Statistical inference

2021

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Paper

Bayesian inference for compact binary coalescences with BILBY: Validation and application to the first LIGO--Virgo gravitational-wave transient catalogue

Veitch, J,

Lower, M E,

Lasky, P D,

Huebner, M,

Ghosh, Abhirup,

Green, R,

Puerrer, M,

Sarin, N,

Talbot, C,

Kim, A X,

Carney, M,

D'Emilio, V,

Garcia-Quiros, C,

Xiao, L,

Ashton, G,

Husa, S,

Macleod, D,

Galaudage, S,

Athar, K,

Bose, N,

Chatziioannou, K,

Hernandez-Vivanco, F,

Keitel, D,

Romero-Shaw, I M,

Arene, M,

Colleoni, M,

Rizzo, M,

Vajpeyi, A,

Powell, J,

Raymond, V,

Edelman, B,

Smith, R,

C -J Haster,

Coughlin, S,

Banagiri, S,

Ossokine, S,

Thrane, E,

Biscoveanu, S,

Payne, E,

Clark, J A,

Miller, A,

Ramos-Buades, A,

Berry, C P L,

Pitkin, M,

Stevenson, S,

Morisaki, S,

Phukon, K S,

I Magana Hernandez,

Estelles, H,

Hoy, C,

Williams, M J,

Oh, S H,

Pratten, G,

Cotesta, R,

De Lillo, N,

Karathanasis, C,

Millhouse, M,

Mateu-Lucena, M,

Williams, D

2021

Overview

Gravitational waves provide a unique tool for observational astronomy. While the first LIGO--Virgo catalogue of gravitational-wave transients (GWTC-1) contains eleven signals from black hole and neutron star binaries, the number of observations is increasing rapidly as detector sensitivity improves. To extract information from the observed signals, it is imperative to have fast, flexible, and scalable inference techniques. In a previous paper, we introduced BILBY: a modular and user-friendly Bayesian inference library adapted to address the needs of gravitational-wave inference. In this work, we demonstrate that BILBY produces reliable results for simulated gravitational-wave signals from compact binary mergers, and verify that it accurately reproduces results reported for the eleven GWTC-1 signals. Additionally, we provide configuration and output files for all analyses to allow for easy reproduction, modification, and future use. This work establishes that BILBY is primed and ready to analyse the rapidly growing population of compact binary coalescence gravitational-wave signals.

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Publisher

Cornell University Library, arXiv.org

Subject

/ Gravitational waves