Validation of Bayesian posterior distributions using a multidimensional Kolmogorov--Smirnov test

Diana Harrison, David Sutton, Pedro Carvalho +1

We extend the Kolmogorov--Smirnov (K-S) test to multiple dimensions by suggesting a ${\mathbb{R}}^n\to [0,1]$ mapping based on the probability content of the highest probabi…