Description: Actuaries have a long history with stochastic modeling. Nested stochastic modeling is often used when the modeling components under each economic scenario are themselves determined by stochastic scenarios in the future. In this paper three methods have been suggested that can be added on top of existing enhancement methods to improve NSM efficiency.

Description: The Aging and Retirement and Actuarial Innovation and Technology Strategic Research Programs are pleased to make available a report that provides a sampling of new financial technologies (fintech) and their applications related to retirement savings systems affecting participants, plan sponsors and service providers.

Description: This full report summarizes the findings of a study focused on the financial perspectives of aging and retirement of Americans across give generations.

Description: Peer-to-peer (P2P) insurance is one such business model where individuals or economic agents join together and pool their resources for mutual aid. The aim of this project is to showcase the development of a P2P insurance model and analyze it from both technological and product perspectives.

Description: One of the evolving datasets with the COVID-19 Research Database is the Datavant population mortality information. This report notes the features of the database, discuss their potential use and limitations, examines data reliability and reviews it potential use as an additional data set and input to mortality improvement models.

Description: This report provides an exploration of the potential impact of Artificial Intelligence (AI) on medical malpractice claims, with a focus on one specialty (radiology) and one state (New York). The discussions in this report are targeted to actuaries who are interested in developing a method to quantify the potential impact of AI to their own medical malpractice portfolio or to their own work.

Description: Max Rudolph's winning essay.

Description: The aim of this project is to present proposals for Variable Uninsured Life Annuities—or “Value annuities.” The report and the accompanying models illustrate how Value annuities work. This is the Chinese translation

Description: This report examines weather conditions for daily maximum temperature (TMAX), inland storm activity from wind, hail and tornadoes, and record precipitation in the very dry extreme drought area of the Southwestern United States.