Hi Moritz,
Such machine accuracy issues can be driven by a number of sources, the effect of
which may sometimes be amplified in the final likelihood, e.g. when a numeric normalization
integral is used for a p.d.f.
You should be able to control the tolerance by running your fit with RooMinuit
directly and calling RooMinuit::setEps(Double_t eps) ;
Wouter