Description: This article analyzes two common interpretations of SOP 03-1 in determining the guaranteed minimum death benefit GMDB liability in a variable annuity contract, and it analyzes the resulting impact on the initial GMDB reserve and on the volatility of GAAP earnings as actual experience emerges. This analysis could be applied to the guaranteed minimum income benefit GMIB, guaranteed minimum accumulation benefit GMAB, guaranteed minimum withdrawal benefit GMWB and other guaranteed benefits in a variable annuity contract that are subject to SOP 03-1, and the conclusions would be similar.

Description: A discussion of alternative meanings to “Best” in best estimate. When one is trying to estimate a result that is normally distributed, the mean, median and mode will all equal one another. However if the results are not normally distributed, different variance metrics will result in different “best” estimates. When different parts of a financial statement use different criteria for measuring best estimates and different processes for handling variances, the results can be volatile, unpredictable and perhaps unreasonable.

Description: An Overview of Stochastic Simulation modeling techniques and usages

Description: A discussion of the use of stochastic modeling in Embedded Value financial reporting

Description: An Overview of Embedded Value and its uses, its advantages versus other financial reporting methodologies, recent trends and an outlook into the future.

Description: The article described two methods for calculating the benefit ratio described in AICPA Standard of Practice SOP 03-1. Method 1 calculates the benefit ratio as the quotient of the expectation of A and the expectation of B where A is benefits and B is assessments. Method 2 calculates the benefit ratio as the expectation of the quotient of A and B.

Description: A discussion of European CFO Embedded Value Guidelines

Description: This article is designed to provide a statistical method for reviewing the accuracy of the incurred but not reported IBNR life claim liability estimates from prior points in time.

Description: A summary of regulatory developments related to principle-based reserving.