  Based on a theoretical respresentation of an amorphous solid as a collection
of coupled nanosize molecular clusters, we analyse the statistical properties
of its Hamiltonian. The information about the statistical properties of the
matrix elements is then used to derive the ensemble averaged density of the
vibrational states (non-phonon) which turns out to be a Gaussian in the bulk of
the spectrum.
