On the "Solution" of matrix differential equations of the covariance type

A class of matrix differential equations, such as error covariance propagation, can be recast in different forms for analytic tractability. One recasting leads to familiar results, but with fresh insight. Another recast nets, possibly, some new results in the realm of Lyapunov stability.