This paper proposes a two step procedure to detect collusion in asymmetric first-price procurement (auctions). First …, we estimate the (latent) cost for these bidders under both competition and collusion setups. Since, for the same bid the … recovered cost must be smaller under collusion- as collusion increases the mark-up- than under competition, detecting collusion …