An analytic nonlinear equation for variance was derived along with a method
based on response surface mapping techniques to calculate the variance usi
ng the proposed equation. The technique was applied to the threshold voltag
e of a 0.1-mum silicon-on-insulator MOS device, and the variance value obta
ined was verified using Monte Carlo simulation. The threshold voltage depen
dence upon active-layer thickness was found to be highly nonlinear due to t
he device's going from the fully depleted to the partially depleted regime.
Analysis of the variance showed that the effect of the nonlinear terms (18
.7%) is more important than the effect of the mixed term (-0.7%) and almost
as important as the contribution of the second most dominant input-process
parameter (23.6%). This illustrates the importance of the proposed nonline
ar equation.