Description: A key concept in post-retirement planning is the random variable future lifetime of a life aged x. While age is an important factor in the determination of this variable, there are other relevant factors, like the state of health and the character of a life aged x. The purpose of this article is to presents some preliminary observations regarding the conceptualization of future lifetime as a fuzzy random variable.

Description: Recognizing an opportunity to help serve its members in this age of increased financial oversight, the Health Section of the Society of Actuaries commissioned a series of guides on the use of statistical techniques specifically geared for the work of health actuaries. The first guide in the series titled, 'Statistical Methods for Health Actuaries - IBNR Estimates: An Introduction,' is about the calculation of incurred but not reported [IBNR] health claims reserves. In particular, the guide focuses on the development of confidence intervals around IBNR estimates. This is an Excel workbook created to demonstrate the techniques discussed in the guide.

Description: The American Academy of Actuaries and the Society of Actuaries have joined resources to maintain this Economic Scenario Generators Excel Workbook tool for use in regulatory reserve and capital calculations. Please see the SOA website research pages for further information on this tool and how to use it.

Description: The document is a report prepared by the Society of Actuaries in 2012, focusing on surveys conducted in Canada and the United States regarding retirement risks. It compares the findings of the two countries, covering concerns, strategies, and perceptions related to retirement planning and financial security.

Description: This report explores conversion rates and post-conversion experience using predictive analytics.

Description: Experience report for life insurance policies with face amounts of $1 million or higher.

Description: This research examines funding valuation discount rates that reflect the expected return on investments in accordance with the pension plan’s investment policy. The research is based on data from regulatory filings in Ontario, with supplementary information from British Columbia and the United States.

Description: The Society of Actuaries Predictive Analytics and Futurism Section, the Financial Reporting Section, the Investment Section and the Canadian Institute of Actuaries are pleased to release a new and improved version of the 2005 Society of Actuaries (SOA) Delphi study of four economic variables. Performed by Theodore J. Gordon, the research acquaints actuaries with the application of futures methods that could supplement traditional actuarial forecasting practices.

Description: This study of socioeconomic inequalities in mortality builds on a previous report in which we identified a large and growing gradient in life expectancy between 1982 and 2019 across U.S. counties classified into 10 socioeconomically homogeneous categories. In this report, we seek to identify the particular causes of death contributing to the growing disadvantage in mortality between populations in the least and most affluent deciles as previously defined.

Description: The research provides a modeling framework for assessing the inundation risk of properties and their expected flood damages, thereby laying a foundation for flood insurance pricing. The researchers studied over 50 years of claims data from the National Flood Insurance Program with 2.5 million records and identify property characteristics that predict flood damages for inundated properties. The development of a private flood insurance market benefits from insurers’ ability to better understand and price flood risk. This research takes a closer look at flood risk modeling and flood insurance pricing.