  Some recent papers formulated sufficient conditions for the decomposition of
matrix variances. A statement was that if we have one or two observables, then
the decomposition is possible. In this paper we consider an arbitrary finite
set of observables and we present a necessary and sufficient condition for the
decomposition of the matrix variances.
