An MCMC hypothesis test to check a claimed sampler: applied to a claimed sampler for the G-Wishart distribution

Håkon Tjelmeland, Hanna Bu Kvaløy

Suppose we have a distribution of interest, with density $p(x),x\in \mathcal{X}$ say, and an algorithm claimed to generate samples from $p(x)$. Moreover, assume we have available a Me…