Before revision:  Because they share these moments , the original chain and its "sister" are coupled through the PDE, a coupling that facilitates optimality guarantees.
After revision:  Because of this , the original chain and its "sister" are coupled through the PDE, a coupling that facilitates optimality guarantees.