Description: The speaker will discuss the training of neural networks to compute future Greeks of liabilities (or options) without the use of nested stochastics.

Description: The NAIC has adopted revised VM-21 and AG43 for variable annuities, effective Jan. 1, 2020. The panel of presenters will provide background and an overview of the revisions, discuss detailed aspects of the new CTE Amount Standard Projection and prescribed assumptions, as well as discuss implementation considerations and the implications to hedging. In addition, the panelists will share progress on VM-23, principle-based reserves for non-variable annuities.

Description: Representing a large indexed annuity writer, the speakers will discuss the growth and evolution of the market for index annuity products. Moreover, the challenges that growth has introduced and how those challenges are being met. While much of the market consists of simple, accumulation-oriented S&P 500 based strategies with 0% return floors, a significant portion of industry sales come from more complex products with highly customized index strategies and other features, such as living benefit guarantees. Attendees will gain a broad understanding of the indexed annuity market, product and features, operational difficulties in risk management arising from product design, and how actuarial and hedge professionals are managing these issues.

Description: The NAIC has adopted revised VM-21 and AG43 for variable annuities, effective Jan. 1, 2020. The panel of presenters will provide background and an overview of the revisions, discuss detailed aspects of the new CTE Amount Standard Projection and prescribed assumptions, as well as discuss implementation considerations and the implications to hedging. In addition, the panelists will share progress on VM-23, principle-based reserves for non-variable annuities.

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: 1999 SOA Annual Meeting, San Francisco. This panel discussion dealt with several new product types and the accounting profession's efforts to provide guidance. The five product types below do not fit neatly into the rules set forth in Statement of Financial Accounting Standards 50 and 97: 1. Variable annuities with guaranteed living benefits. 2. Equity-indexed products. 3. Market-value-adjusted annuities. 4. Annuities with a front-end bonus feature. 5. Investment contracts with no significant source of profit other than interest spread.

Description: 1998 Valuation Actuary Symposium. The panelists addressed regulatory activity with respect to minimum guaranteed benefits for variable annuities: Specifically, AG XXXIV as it relates to minimum guaranteed death benefits and regulatory work that is being done in the guaranteed living benefits area.

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

Description: This report covers the various aspects in the developments and present status of variable annuities. From Transactions of Society of Actuaries 1959, Vol. 11, No. 31.

Description: This discussion at an SOA 1968 Regional Meeting compares variable annuitis and mutual funds from a company and customer standpoint. Other opportunities for selling equity based products as well as the Canadian experience are explored.