A statistical model for integrated-circuit yield with clustered flaws

摘要

An explicit statistical model for die yield in integrated circuits (ICs) is developed. The model includes the effect of defect clustering, and is based on empirical observations of IC yield patterns. Using the simplest assumptions it leads to the well-known gamma-function yield formula.