J. Creighton

Flexible Proposal Distributions for Gravitational-Wave Population Inference with Gaussian Mixture Models

Population analyses of gravitational-wave (GW) sources use hierarchical Bayesian inference to constrain astrophysical models while accounting for selection effects. The likelihood is usually estimated by Monte Carlo integration over finite sets of event posterior samples and simulated injections. As catalogs grow, more...