The system and method described herein relate to a bug positioning system for post-silicon validation of a prototype integrated circuit using statistical analysis. Specifically, the bug positioning system samples output and intermediate signals from a prototype chip to generate signatures. Signatures are grouped into passing and failing groups, modeled, and compared to identify patterns of acceptable behavior and unacceptable behavior and locate bugs in space and time.