Kavli Affiliate: Salvatore Vitale | Summary:The coming years of gravitational wave astrophysics promises thousands of new detections, which can unlock fundamental scientific insights if the information in each observation can be properly synthesized into a coherent picture. State-of-the-art approaches often accomplish this with hierarchical Bayesian inference. However, this typically relies on Monte Carlo approximations that […]
Continue.. When (not) to trust Monte Carlo approximations for hierarchical Bayesian inference