Description: The objective of this paper is to provide a practical guide with concrete case studies to help actuaries implement artificial intelligence and machine learning (AIML) to help accelerate the speed of analysis for life and annuity actuarial modeling. We do so by researching the existing literature regarding AIML and its applicability to stochastic modeling and exploring case studies.

Description: This paper presents the application of the asset share technique of pricing to Home Equity Line of Credit insurance. The paper's objective is to provide useful tools when developing a new HELOC product including projections for marketing and underwriting, distinctions between desirable and undesirable product design features, and development of premium rate structures. From Actuarial Research Clearing House 1990, VOL. 2

Description: This paper deals primarily with the actuarial aspects of a life insurance product providing complete flexibility in the pattern of premium payments- and benefits. This paper presented a framework around which a policy of the life-cycle family can be built. Discussion includes description of how the product might work, given the legal and operational constraints at the time. Also discussion of how compliance with the Standard Valuation Law and Standard Non forfeiture laws would be achieved. Followed by submitted discussions of the paper by various people

Description: This paper presents the recursive definition of the aggregate claims distribution which does not require the usual computation of the convolutions of the distribution of claim amounts. It is independent of the number of lives in the group. which makes it particularly useful for large groups. From Transactions of Society of Actuaries 1980, Vol. 32.

Description: The last decade or more has proven that premium rate increases are necessary to maintain the integrity of most blocks of LTCi policies. Along with those rate increases, carriers have offered and regulators have approved an evolving menu of rate increase mitigation options for policyholders that do not wish to pay the increased rate. Recently, carriers and regulators have become more and more innovative in the rate increase mitigation options that they have presented to regulators. This article will discuss both the common and creative options that carriers are offering their insureds in the event of rate increases, including policy buys out, adjustments to coverage levels, and enhanced non-forfeiture options.

Description: This report describes a simple way to construct a bivariate copula with specified marginals and partially specified dependence. For example, the method allows one to model tail behavior scenarios while holding the core of the joint distribution fixed. An Excel workbook named CopulaExample.xls is provided to illustrate the method, including its use in Monte Carlo simulation.

Description: This paper investigates the accuracy of loss reserves by comparing some reserves with the actual results five years hence. The ultimate purpose was to provide an estimate of the amount of variability which cannot be explained by listed factors. The resulting amount of variability gives an indication of the amount required for a provision for adverse deviation. From Actuarial Research Clearing House 1991, VOL. 1

Description: This paper presents a method that uses three-dimensional graphs to solve stationary population problems. From Transactions of Society of Actuaries 1981, Vol. 33.

Description: Financial Accounting Standard Number 91 deals with the calculation of investment income and amortized cost for mortgage backed securities, as well as whole mortgages and callable bonds. The method described in this paper uses a Taylor series to eliminate the storage of all past cash flows, while still providing an accurate FAS 91 adjustment. From Actuarial Research Clearing House 1993, VOL. 3.

Description: Many seniors who own houses in the United States have most of their wealth in their houses. Home Equity Conversion Mortgages are designed to allow seniors to borrow money against their house. This paper describes a stochastic simulation approach used to estimate the amount of a level-payment annuity payable as long as the senior is alive and living in his/her home. From Actuarial Research Clearing House 1990, VOL. 2.