Description: This paper generalizes the life table to include the effects of observed and unobserved tine-varying health-related covariates using a longitudinal form of the Grade of Membership model to specify and estimate a multivariate model of the trajectories of disability and mortality among elderly respondents to the NLTCS of 1984, 1989, 1994, and 1999. From 2005 Living to 100 and Beyond Monograph, M-LI05-1.

Description: This paper builds a model that quantifies the natural hedging benefits of a portfolio of both variable annuities and equity indexed annuities. The model is based on risk-neutral option pricing theory and risk-adjusted performance measure, RAPM. Through a double-tier simulation framework, an optimum product mixture of those two contracts is achieved that provides the best RAPM and therefore deploys capital the most efficiently. From 2006 Enterprise Risk Management Symposium, M-AS06-1.

Description: This paper identifies some of the special ERM considerations that a corporation which has employees who are members of a multi-employer pension plan, MEPP, should include in its ERM program. The focus of the paper is on the MEPP as an entity and tools to be used in its ERM. From 2006 Enterprise Risk Management Symposium, M-AS06-1.

Description: This paper proposes a general definition for economic capital, EC, that can be applied to various types of insurance products in a consistent manner. The paper also illustrates how to calculate risk-adjusted performance measurement, RAPM, by using a fair value framework. From 2006 Enterprise Risk Management Symposium, M-AS06-1.

Description: This paper suggests that risk is too complex to quantify with a single number, and offers a two-dimensional risk measure while introducing the concept of 'iso-risk' curves. From 2006 Enterprise Risk Management Symposium, M-AS06-1.

Description: Introduction describes the positive response to the 2006 EMR symposium, the call for 2007 papers, and the awards to be presented at the 2007 symposium. From 2007 Enterprise Risk Management Symposium, M-AS07-1.

Description: This paper investigates the interaction between a credit portfolio and another risk type, which can be thought of as market risk. We analytically calculate their inter-risk correlation and show how inter-risk correlation bounds can be derived.

Description: The aim of this work is the definition of a holistic approach to assess the maturity level of ERM within an organization, following the principles defined by The Committee of Sponsoring Organizations of the Treadway Commission 2004b in the “Enterprise Risk Management—Integrated Framework.”

Description: As a life reinsurer, understanding mortality risk is mission critical. Superior models of mortality risk lead to more competitive pricing in profitable market segments and more efficient use of capital. Surprisingly, modern statistical tools such as predictive modeling have not previously been used to model mortality data to gain this edge. In this paper, we present the use of a predictive modeling technique called projection pursuit regression PPR to model mortality data. We first describe the process of creating a PPR model using inter-company mortality data collected by the Individual Life Experience Committee of the Society of Actuaries, and present the resulting model. We then discuss the process of using this model as a starting point for creating a more detailed PPR model of internal company mortality data.

Description: This paper discusses both the theoretical and the application aspects of stress testing in managing enterprise risks. Effective stress testing maximizes the risk adjusted enterprise profit by controlling major risks financial, strategic, operational and hazard upon identifying risk metrics and modeling the correlations. A case study is included for demonstration purposes.