An approximation technique is developed which permits the study of moment stabilities of linear systems subject to weakly random parametric changes. A perturbation technique is used for the derivation of the moment equations, and the resulting deterministic differential equations are then utilized to study the moment stabilities. The results are applied to the analysis of a stochastic RLC circuit.