Description: This paper demonstrates that extreme value theory (EVT) can be used as a tool to model policyholder behavior in the extreme tail. This paper applies EVT to the study of variable annuity dynamic lapse behavior in the extreme tail. It illustrates a process whereby a company can fully model policyholder behavior, including the extreme tail, with existing data. No judgment about the extremal behavior is necessary.

Description: This paper describes some of the minimum guaranteed death and maturity benefits that have been offered or proposed in conjunction with variable annuity contracts, proposes prospective reserves for these guarantees based on change factors that are somewhat analogous to interest factors used in typical life reserves, and proposes a set of change factors.

Description: 2003 Valuation Actuary Symposium, San Diego, CA. This session provided an update on the current status of the actuarial guidelines on VA death and living benefits, the Academy's work on a non-formulaic, RBC standard and GAAP developments.

Description: 2003 Valuation Actuary Symposium, San Diego, CA. This session provided an overview of current statutory valuation issues pertaining to life and annuity products. Topics included: 1. Actuarial opinion and memorandum regulation amendments. 2. Progress on variable products reserving standards. 3. Regulation XXX mortality factors. 4. Adoption of the 2001 CSO. 5. Progress on the C-3 Phase II RBC project. 6. An update on annuity and life nonforfeiture.

Description: Milliman, Inc. Milliman was retained by the Society of Actuaries SOA to perform certain actuarial analyses with respect to the Z-Factor methodology under a principles-based approach PBA to statutory reserve and capital. Under PBA, the Z-Factor is a measure of margin in excess of the best estimate assumptions embedded in the statutory reserves of a life insurance product or block of business.

Description: Update on statutory Valuation reserves and required surplus for variable annuities with living benefit guarantees

Description: The article focuses on GAAP accounting for indexed products with riders; specifically, how rider charges should be addressed in FAS 133 reserves, estimated gross profits for FAS 97, and company financial statements.

Description: From the 1986 Valuation Actuary Symposium, held in Washington DC in October 1986 A summary of the history, current, and anticipated direction of future regulatory requirements applicable to the role and methodologies of the Valuation Actuary in the USA and Canada.

Description: This 1977 panel discussion focused on the implications of proposed revisions of the standard valuation and nonforfeiture laws. Areas discussed included: 1. A regulator's perspective 2. Applications to Life and Annuities 3. applications to Pensions

Description: A review of recent trends in immediate non-refund annuity mortality and a presentation of a modification of the a-1949 Table with Projection Scale B which reflects these recent mortality trends. Followed by several discussion papers submitted