Introduction -- Statistics -- Yield Statistics -- Area Dependence of the Yield -- Statistics of Embedded Object Fails -- Fail Commonalities -- Spatial Patterns -- Test Coverage and Test Fallout -- Logic Diagnosis -- SLAT based Diagnosis -- Data Collection Requirements