Description: This research report develops a framework for modeling and pricing cybersecurity risk.

Description: The Actuarial Innovation and Technology Steering Committee of the Society of Actuaries is sponsoring this competition to encourage contestants to find innovative usages for data visualization software. This contest seeks to give actuaries and non-actuaries the chance to showcase their ability to tell a story by creating data visualizations for one of two standard datasets that have been created for this purpose.

Description: This project models and forecasts premature cardiovascular mortality, with a focus on two main risk factors - obesity status and education attainment level. It investigates the role of obesity and education in determining age-sex-specific premature cardiovascular mortality.

Description: This document describes an effort to measure the deaths in the US population relative to pre-pandemic expectations. The actual deaths used are as reported by the US Center for Disease Control (CDC) and we consider several different methods for setting the expectations, adjusting for the estimated mix by age, sex, and time of the year (seasonality).

Description: The Society of Actuaries (SOA) published its first COVID-19 research brief on March 10, 2020, followed by regular updates and expansions through June 12, 2020. The comprehensive report included a section of statistics that highlight the pandemic’s impact on economies in the U.S. and Canada. This report shows updates through July 29, 2020, to selected graphs from the Economic and Asset Impact section of the comprehensive report.

Description: The scope of this paper is to provide a technical overview of the tools and disciplines currently in AI as well as the forces at work that financial institutions such as insurance companies are using to modernize their analytical processes.

Description: This report examines the mortality of Canadian pensioners subdivided by pension level, using data from the Canada Pension Plan (CPP) and Québec Pension Plan (QPP)

Description: Results of the PBITT Working Group annual Variable Annuity Survey.

Description: This report reviews estimates of 2017 U.S. population mortality experience from the National Center for Health Statistics’ National Vital Statistics System.

Description: A study of whether tobacco, area and industry rating in one state may be reflecting unintended factors such as race, ethnicity or socioeconomic status. This study does not consider whether the rating factors accurately reflect underlying claims costs.