This paper presents an empirical approach to the modeling of fatigue in silicon MEMS structures. The approach is based on the regression analysis of stress-life data obtained from prior fatigue experiments on polysilicon and single crystal silicon. The possible directions for future modeling efforts are identified at the end of the paper, following a discussion on the implications of the current model fatigue life prediction. (C) 2003 Kluwer Academic Publishers.