1. A method for performing sensitivity analysis on a circuit design, comprising: identifying a partition of the circuit design; determining whether the partition belongs to a sensitivity graph, the sensitivity graph representing a relationship between variables and parameters of the partition; if the partition belongs to the sensitivity graph, then the method includes, applying linear matrix factors computed during a nominal transient analysis to provide a solution to a system of sensitivity equations; and deriving sensitivities for the circuit design from the solution.