Description: The author constructed the efficient frontier of new business sales by modeling the embedded value and economic capital against a universe of possible growth rates of the three lines of business in a typical three-year planning horizon. The ERM function can use the efficient frontier of new business to provide a more rigorous analysis of the impact of growth rates on the firm’s overall capital efficiency and value creation, hence forming a feedback loop with the businesses in the planning process to optimize the growth strategy.

Description: As an alternative to the widely-used 'return on economic capital' RAROC, this paper proposes a performance measure consistent with standard valuation models, and discusses its implications for prudential regulation. From 2007 Enterprise Risk Management Symposium, M-AS07-1.

Description: The article outlines a shareholder value framework for pension risk management and applies this framework to pension funding decisions in light of rising PBGC premiums due to 2013’s BBA legislation. The article finds that the new legislation significantly incentivizes plan sponsors to increase pension funding. Moreover, many tax-paying pension plan sponsors can increase shareholder value by increasing pension plan contributions.

Description: In this paper, we formulate the Capital Allocation problem as an optimization problem in which we seek the mix of business that maximizes an insurance company’s Expected Net After Tax Income subject to a constraint on the Tail Value at Risk TVAR. Using the method of Lagrange multipliers, we demonstrate that the returns on the respective TVAR contributions, so-called RORAC, are equal across all lines of business when the mix of business is optimal. Although the discussions in this paper center on the TVAR, the conclusions hold true for any conditional expected value measure. Presented at 2010 Enterprise Risk Management Symposium, Society of Actuaries, April 12-15, 2010.

Description: This paper introduces a minor modification to the Wacek framework that restores market consistency and additivity. The modification shifts the basis of the cost-of-capital risk margin embedded in the fair value loss reserve from an insurer’s own solvency capital requirement with respect to its claim obligations as prescribed by Solvency II to the required market-clearing capital implied by those obligations, which depends not only on the internal characteristics of the unpaid claim portfolio but also on its correlation with the total market portfolio of unpaid claims.

Description: A collection of essays that discuss the principles and ideas underpinning the ORSA initiative and the risk metrics used for decision making.

Description: ongoing discussion of the proper interest rate to use in discounting liability cash flows to reflect credit risk of the insurer in a fair value accounting system

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.