Description: With advancement of computing technology and innovative product design, creating dependent and nested stochastic scenarios to accurately predict insurance business has become more feasible and affordable than it used to be. However, can technology and research be accessible, applicable and beneficial to all the stakeholders? Sharing research findings and its validation tools has been our interest and focus, and even a resource-saving strategy. The presenters will share a case study on a segregated fund with hedging strategy. We investigate the reserve calculation for its GMMB in an extensive but simplified stochastic model so that our method is adoptable, applicable and extendable to real-word segregated fund/separate account model. The segregated fund model theory and implementation will be presented and its cash flows will be simulated and analyzed for reserve calculation. Varying parameter assumptions will be tested and to be modified for real-world segregated fund with hedging risk for guaranteed benefits. At the conclusion of the session, attendees will gain basic understanding of and access to: - The option pricing model and its application to the segregated fund (variable annuity's separate account) guarantee - Stochastic scenario generators for the interest rates and equity returns - R-code to program from the scenarios simulations to cash flows of hedging errors - Reserve calculations and its sensitivity to various parameter values and - Comparison of methods to increasing efficiency level and the accuracy

Description: From a session at the Spring meeting of the Society of Actuaries held in San Antonio, Texas, June 14-15, 2004 The panelists discuss the benefits of hedging variable annuity guarantees, the challenges they face and how they keep score.

Description: Panelists discuss the subject of data modeling and then its application to benefit guarantees on variable annuities. Session 36PD of the 2005 Valuation Actuary Symposium.

Description: Panelists discuss the U.S. statutory and GAAP reserving, and risk-based-capital [RBC], requirements associated with guaranteed minimum death benefits [GMDBs], guaranteed living benefits [GLBs], and enhanced-earnings riders available with variable annuity [VA] contracts. From the 2002 Record of Society of Actuaries, Volume 28, No. 3. Session 142OF of the Boston Annual Meeting.

Description: Presented at May 2005 Spring Meeting. Panelists discuss annuity risk management and how this can be applied to new product development, as well as in-force product management. Also discussed are the proposed C-3 Phase II capital determinations for various guarantees with and without a hedging program.

Description: This presentation from the Actuarial Research Conference of 2006 is an overview of Guaranteed Minimum Withdrawal Benefits. It briefly discusses pricing.

Description: There has been significant discussion of PBR for Life Insurance, but there have also been significant changes in PBR for annuities recently; including VM-21, VM-22, and future VM-23. This session will discuss recent changes in PBR for annuities as well as what the future may hold.