In this paper, we first use a combination of analysis model and statistical simulation for fast combination circuit signal probability and reliability estimation, and then extend it to reliability estimation on sequential circuits by presenting a two-step convergence technique. Simulation results show that the proposed method is hundreds of times faster than Monte-Carlo simulation, while maintaining a high level of accuracy