Umbrella sampling: a powerful method to sample tails of distributions

Charles Matthews, Jonathan Weare, Andrey Kravtsov +1

We present the umbrella sampling (US) technique and show that it can be used to sample extremely low probability areas of the posterior distribution that may be required in statist…