Description: Regulatory change and increased focus on internal risk management are driving a renewed interest in model efficiency. In this session, we will review several new and existing tools, that show significant promise for advanced modeling of equity linked products. These include: • Clustering • Use of unique--and potentially a different number of--scenarios for each policy • Semi Monte Carlo (SMC) – this is a proprietary technique that is similar to a combination of Monte Carlo and numeric integration • Using a neural network approach to optimize some of the more complex and manual aspects of clustering and improve the fit of the clustered model • Combining SMC with the use of unique scenarios per policy

Description: Managed strategies as underlying investments in VA/FIA products have seen spectacular growth since the financial crisis. The speakers of these sessions will share their views on the development of this market and what is expected to unfold over the next 12 months in regard to the next generation of products and fund-based strategies.

Description: Panelists at this session of the SOA 2003 Washington, DC Spring Meeting discuss variable annuity reserving issues with respect to statutory, GAAP and tax. Methodologies and the effect of a proposed Standard of Practice are discussed.

Description: This session will provide an overview of the evolution of equity-based guarantees (e.g. VA, FIA, etc.) over the last few years and discuss the current lay of the land as it relates to the regulatory, issues, capital markets (e.g. Department of Labor, Dodd-Frank) environment in which these products are offered.

Description: In session 132 PD of the New York Annual Meeting panelists discuss the content and status of the draft NAIC Actuarial Guideline ZZZ and the work of the AAA Task Force on Variable Products with Guaranteed Living Benefits. The Black-Scholes option pricing method is also covered. From the Record of the Society of Actuaries, Vol. 24, No. 3.

Description: This session at the SOA 2001 Annual Meeting discusses variable annuities with guaranteed living benefits including an overview of the market and risk management practices from the viewpoints of a reinsurer, including hedging options, and a rating agency.

Description: The speaker of this session will provide a bottom up analysis and categorization of the $200 billion of volatility control funds related investments while recapping volatility control fund trading around volatility spikes (including Aug. 2015 and June 2016). The assessment of potential market impact of the volatility control funds’ rebalancing activity will also be discussed.

Description: Current risk management approaches for variable annuity business are not working very well in today's market turmoil.

Description: Reinsurance has been available for VA Guarantees for over 20 years. During that time, the reinsurance market for VA Guarantees has undergone frequent and sometimes violent transformations. Where does the market stand today? What forms and structures of reinsurance are available? Which VA Guarantee designs and features are easier to reinsure? Is reinsurance offered on both newly issued policies as well as in force/legacy books, and which vintages are difficult to reinsure? In an age of sophisticated hedging programs, what role does a reinsurer play in helping a VA writer manage this highly volatile risk? In this session, we will hear from a reinsurer that is actively writing new VA Guarantee reinsurance treaties in the U.S. and around the world, and from a VA writer that has successfully partnered with a reinsurer to enhance its VA product offering

Description: This paper attempts to quantify the benefits to the purchaser of a non-qualified variable annuity as compared to an investment in a mutual fund. From Actuarial Research Clearing House 1991, VOL. 3.