Before revision:  This approach, adopted from control theory, is alternative and easier with respect to the classical arguments found in quantitative finance literature and can be readily applied to high-dimensional models. Both analytical and numerical methods to solve the Lyapunov equation are discussed and compared in terms of computational efficiency.
After revision:  In this paper, both analytical and numerical methods to solve the Lyapunov equation are discussed and compared in terms of computational efficiency.