Given a family ${\mu }_{i\in I}$ on a Polish space (complete, separable metric space) $X$. When does there exist a measure $\lambda$ such that $$\mu_i=f_i \lambda$$
where the f_i are densities (Radon-Nikodym) of $mu_i$ wrt to $\lambda$.