In this paper new necessary and sufficient conditions are given for the disturbance decoupling problem with or without stability and pole placement for linear time-invariant systems with direct feedthrough matrices, based on matrix pencil theory. All results are proved on the basis of a condensed form that can be computed using orthogonal matrix transformations, i.e., transformations that can be implemented in a numerically stable way.