Description: This monograph was presented at the 2011 Enterprise Risk Management Symposium, held March 14-16 in Chicago. The author, noting that ‘strategy is a source of risk to the firm and thus ought to be included within enterprise risk management [ERM], enterprise risk analysis and measurement of the firm’s value, proposes a detailed framework in which strategic considerations can be incorporated into a quantitative model of the firm.

Description: Property-casualty insurance companies tend to focus on avoiding and controlling their exposure to reinsurance credit risk. This paper advocates switching from this risk avoidance and compliance mentality to a probabilistic and market-based view in which one seeks to measure, hedge, exploit and optimize risk. Presented at 2010 Enterprise Risk Management Symposium, Society of Actuaries, April 12-15, 2010.

Description: Capital allocation by percentile layer has important advantages over existing methods. It highlights a new formulation of value at risk and other capital standards, recognizes the capital usage of losses that do no extend into the tail and captures the disproportionate capital usage of severe losses. From 2007 Enterprise Risk Management Symposium, M-AS07-1.