Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: The growing aging population presents unique challenges and opportunities, especially for the financial services industry. Presenters will explore the issues with particular focus on demographic challenges, such as age dependency ratios and implications for sovereign debt and public policy. They will also compare and contrast private sector offerings across the globe. In particular, as an example of a super-aging society, presenters will describe how Japanese insurers and pension funds tackle longevity risk.

Description: An exploration of drivers, cohorts and dynamics for policyholder behavior for VA and FIA based on industry experience data, including changes in recent years and the emergence of long-term data in key areas. We will also discuss critical elements to developing a sustainable and coherent framework to translate this complex experience data into assumption models.

Description: The academy generator is now a staple for actuarial practice. Initially confined to regulatory reserving, increasingly companies are using the AAA/SoA generator for a wider and wider range of applications which in some cases may be at the limits of what it was designed for. How is the AAA/SoA generator being applied in reserving, risk management and variable annuity lines of business? What are some of the challenges actuaries face in using this framework and what are the options for addressing them.

Description: Under long-duration targeted improvements (LDTI), there are a few insurance liability balances that now are required to be fair valued, market risk benefit (MRB). The session will start from all the applicable balances that are required to be fair valued under LDTI ((i.e., MRB, financial accounting statement (FAS) 133, value of business acquired (VOBA) upon business combination)). The session will use a case study to discuss some of the nuances and general considerations for an MRB, FAS 133 and VOBA balances for a business combination for an fixed indexed annuity (FIA) contract. The case study will discuss some MRB fair value considerations and followed by FAS 133 fair value techniques. It will go over VOBA fair value estimation by using actuarial appraisal method with a few twists (e.g., using market yield in generating distributable earnings is better than using book yield and adjusted to bring it to fair value later on).

Description: With higher interest rates and aging populations, the Bermuda offshore reinsurance market has been heating up, particularly to firms backed by asset management firms and private equity. Increased competition along with changing regulatory requirements, and evolving expectations around model governance have actuaries facing heavier production and results explanation workloads. This creates additional challenges on top of an already complex Bermuda reporting regime, particularly with the Scenarios-Based Approach (SBA) and Bermuda Solvency Capital Requirement (BSCR).

Description: The speaker will share his insights into the hedging challenges faced by FIA and VA business in the current market environment.

Description: While our ability to access and analyze large quantities of data is better than ever, many long-term products suffer from sparse data in critical risk areas, such as deep in-the-money lapse experience and long-term utilization rates for income guarantees. The presenters will explore industry-level annuity experience data for these types of situations, and discuss quantitative approaches to addressing them in pricing and other applications.

Description: This paper is a literature review of available papers, publications, articles, and presentations on the topic of longevity risk.

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.