Modeling yield quantitatively: defect density and clustering via Poisson, Murphy or negative-binomial models, critical-area analysis, systematic versus random yield decomposition, and projecting learning curves for a ramping process or new product.
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Note from the research register: Yield engineering role with historical ramp data, built on statistics and defect-inspection fundamentals.
Register version 1.