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astro-ph.IM2025
An introduction to Bayesian inference in gravitational-wave astronomy: parameter estimation, model selection, and hierarchical models
Eric Thrane, Colm Talbot
This is an introduction to Bayesian inference with a focus on hierarchical models and hyper-parameters. We write primarily for an audience of Bayesian novices, but we hope to provi…
astro-ph.IM2024
GWPopulation: Hardware agnostic population inference for compact binaries and beyond
Colm Talbot, Amanda Farah, Shanika Galaudage +2
Since the first direct detection of gravitational waves by the LIGO--Virgo collaboration in 2015, the size of the gravitational-wave transient catalog has grown to nearly 100 event…