Parametric models as thin subsets of the space of distributions

Hampel [1986, Robust Statistics. The Approach Based on Influence Functions. Wiley, New York], pointed out that: "Classical parametric statistics allows only a (very thin) low dimensional subset of all probability distributions - the parametric model". In this paper we give a formal support to this assertion.