Nested sampling for frequentist computation: fast estimation of small $p$-values

Andrew Fowlie, Sebastian Hoof, Will Handley

We propose a novel method for computing $p$-values based on nested sampling (NS) applied to the sampling space rather than the parameter space of the problem, in contrast to its us…