  The general relationship between an arbitrary frequency distribution and the
expectation value of the frequency distributions of its samples is esablished.
A set of combinations of expectation values whose value does not in general
depend on the size of the sample is constructed. Distribution functions such
that the distribution of the expectation values of their samples is invariant
in form are found and studied. The conditions under which the scaling limit of
such distributions may exist are described.
