Description: This paper applies GPUs and deep learning to achieve orders of magnitude performance improvement in the valuation of large portfolios of variable annuities.

Description: We propose an age-shift model to modify the LC model and deal with the problem of parameters. The proposed method attains smaller estimation errors with respect to mean absolute percentage error or mean square error. We also apply the proposed age-shift model to the mortality rates of these four countries to evaluate the longevity risk in annuity products by measuring life expectancy.

Description: This abstract describes a paper that analyzes the sample size effects on the estimation of the beta.

Description: This paper investigates the use of models of dependent mortality for determining annuity values. We discuss a broad class of parametric models using a bivariate survivorship function called a copula. Using data from a large insurance company to illustrate our methods, we calculate maximum likelihood estimates to calibrate the rnodel.

Description: The article is a summary of Society of Actuaries report entitled “Annuity Market Pricing Approaches” sponsored by the Retirement Section Research Committee. The report examines the Canadian Institute of Actuaries (CIA) methodology of developing solvency valuation assumptions, compares it to methods used in the U.S., and considers if it could be used in other markets, such as U.S. group annuities or individual annuities

Description: This paper first derives the fair participation rate based on a fair value of the equity-indexed annuity EIA. Then using risk measures, a new participation rate is obtained, based on the tail loading of the hedging error distribution. Risk management strategies reducing risk related to the hedging error are also presented. A detailed numerical analysis is performed for a point-to-point EIA.

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

Description: Feature article discussing the variable annuity industry rebuilding and reinventing itself.

Description: A high level review of IRR methodology, common issues in calculation, and IRR applications in insurance.

Description: The objective of this article is to help indexed annuity writers understand the pricing practices and ALM strategies used by their peers in the industry, especially in light of the prevailing low interest rate environment and a possible rise in interest rates.