On the use of the BMC to resolve Bayesian inference with nuisance parameters Edwin Privas, Cyrille De Saint Jean and Gilles Noguere EPJ Nuclear Sci. Technol., 4 (2018) 36 Published online: 14 November 2018 DOI: 10.1051/epjn/2018042