Description: Overview of regularization and least angle regression approaches.

Description: The PA Symposium will be an immersive experience benefiting entry level actuaries through senior managers, and PA newbies through advanced practitioners.

Description: This article presents new funding instruments for equity-indexed life insurance and annuity products.

Description: The last few years have seen a dramatic change in the way that insurance products are priced. If we traveled back in time 15 to 20 years, we would see a world where most insurance products were priced on the basis of a few static scenarios. In the last several years, pricing on a stochastic basis has become more mainstream—at least for contracts with embedded guarantees.

Description: International case study discussing an innovative distribution method in India.

Description: The costly, time-consuming and complicated process of enterprise risk management (ERM) can be improved in many companies and made less tedious for managers by using reasonable data and templates obtained from peer group entities. The models used to calculate economic capital (EC) often underestimate its value because they do not consider decision-maker perception about risk. We assume here that managers, as the decision-makers, have appropriate business understanding and they can provide substantial information about risk characteristics regarding all business processes. Therefore we are focused, in this paper, on collecting data from managers across the different businesses to derive the appropriate knowledge about risky events, the importance of particular types of risk, the relationship between the risk outcomes and the level of risk control in a particular industry. We conclude that the collected data has a high potential for use as a benc hmarking reference and analysis for improving ERM models for individual businesses.

Description: Analyzes the need for enterprise risk management for small businesses and the unique principles governing such a discipline. The paper describes a case study done by Goldenson Actuarial Research Center at the University of Connecticut and concludes with some suggestions on how ERM for small businesses can be done on a larger and sustainable scale using student resources supported by large corporations, banks and government organizations.

Description: This paper, originally published in 1969 in Transactions of Society of Actuaries Vol. 21, presents an analysis of the basic actuarial theory for life insurance policies with fixed premiums and variable benefits reflecting the investment performance of a separate account, where in its basic form, the policyholder bears the entire investment risk. The paper discusses various regulatory and other changes that would be needed or desirable, as well as variation in design such as minimum guarantees. Significant discussion is included, with over twenty individuals contributing in addition to the authors. The introduction to the Monograph notes that while not the first paper on this topic, it “clearly established the framework for subsequent developments of variable products.”

Description: This article explains the evolution of robo- advisers as a source of financial advice and evaluates their strengths and weaknesses relative to human advisers.

Description: The author explores the issue of longevity risk with its implications for life insurers and society at large, and concludes that the actuarial profession is in a unique position to understand longevity risk and offer solutions.