A characterization of distributions of independent random vectors by the independence of transformed vectors

If W and Z are independent random vectors and Y1, Y2, ..., Yn are the result of a transformation satisfying certain general conditions then W and Z are distributed according to a certain class of densities if and only if for suitable q, (Y1, ..., Yq) and (Yq+1, ..., Yn) are independent.