Improving the efficiency and robustness of nested sampling using posterior repartitioning

Xi Chen, Mike Hobson, Saptarshi Das +1

In real-world Bayesian inference applications, prior assumptions regarding the parameters of interest may be unrepresentative of their actual values for a given dataset. In particu…