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 -- Appendix A. Distribution of IC Fails -- Appendix B. General Yield Model -- Appendix C. Simplified Center-Satellite Model -- A…