Description: This publication contains the 2003 entries in the Actuarial Speculative Fiction contest.

Description: Specific formatting guidelines for SOA research reports produced after May, 2008.

Description: The essay describes an application of “Do Jumps Matter in the Long Term? A Tale of Two Horizons,” by Jean-François Bégin and Mathieu Boudreault, published in the North American Actuarial Journal online Jan 5, 2021

Description: Supporting data file for Actuarial Weather Extremes: Rainfall Totals for Hurricane Dorian report.

Description: In this report, we will try to provide an in-depth review of current Machine Learning and Deep Learning models and will explain how those models works and their possible applications in the actuarial field. The recent studies and successes from the industry will also be discussed. We intend to bring more actuaries onboard about those technologies and start to think about how to bring them into our daily work.

Description: Society of Actuaries Research Brief Impact of COVID-19, May 15, 2020

Description: Summary in Simplified Chinese

Description: This report highlights three major weather stories that unfolded across the month of June: • A heat wave gripped much of Europe in the last week of June • An extreme wind event known as a “derecho” swept across a 1000-mile path in the United States (U.S.) on June 21, beginning in Nebraska and culminating in South Carolina • Widespread flooding continues throughout the Central U.S, with a significant impact on farming

Description: This paper provides provide mathematically-founded insights for how climate change and water access will impact Californian agriculture in the coming decades.

Description: 2020 Student Research Case Study Challenge submission