We propose a version of Townsend’s [17] model of costly audits where the agents’ types are correlated. Audits are used because agents have a limited ability to bear risk so that the Full Surplus Extraction (FSE) scheme á la Crémer and McLean [5,6] and McAfee and Reny [13] are suboptimal....