M. Raghavachari et al., POISSON MIXTURE YIELD MODELS FOR INTEGRATED-CIRCUITS - A CRITICAL-REVIEW, Microelectronics and reliability, 37(4), 1997, pp. 565-580
Yield models for semiconductor devices are often derived from Poisson
mixtures, the specific model being dependent on the distribution assum
ed for the density of point defects. Presented here is a review of the
development of such yield models, including two new models obtained b
y using the Rayleigh and the inverse Gaussian as mixing distributions.
The various models are compared and some general properties of yield
functions for any Poisson mixture are derived. The concept of referenc
e region is introduced and its implication for yield modeling is discu
ssed. Copyright (C) 1996 Elsevier Science Ltd.