The transition probability density functionp(y/y0)of the outputy(t)of an RC filter driven by the random telegraph signal is derived. The results extend the previous work of Wonham (1959) who treated the special caseyo= 0. An alternate method of solution to Wonham's procedure is given whereby the transition density is obtained from the solution of a set of Fokker-Planck-Kolmogorov equations.