Description: Integrated Assessment Models (IAM) combine scientific scenarios that project changes in greenhouse gas (GHG) levels, resulting in global temperature increases and meteorological volatility when GHG increases, with quantitative economic models expanding on an aligned narrative.

Description: The Society of Actuaries’ Committee on Finance Research is pleased to make available a research report that develops a framework for applying deep learning and reinforcement learning techniques to optimal dynamic strategic asset allocation for Liability Driven Investment (LDI).

Description: Comparison of life expediencies in 2020 from various mortality tables

Description: The Retirement Section and Retirement Section Research Committee are pleased to make available a research report examining academic and practitioner research on low interest rates in the United States.

Description: View report on U.S. Population Mortality Observations – Updated with 2019 Experience.

Description: This report examines weather conditions for daily maximum and minimum temperature (TMAX and TMIN), inland storm activity from wind, hail and tornadoes, record precipitation, tropical cyclone activity and the resultant flooding.

Description: This research project offers guidance and a model for actuaries to use when performing their professional services related to Medicaid (Title XIX) and Children’s Health Insurance Program (CHIP or Title XXI) managed care capitation rate setting, including, but not limited to, their certification on behalf of a state in accordance with the requirements for actuarial soundness as set forth in law, federal regulation, and CMS guidance, as well as the actuary’s professional obligations under the Actuarial Standard of Practice (ASOP) 49 issued by the Actuarial Standards Board.

Description: View the 2022 SOA Student Research Case Study Challenge.

Description: This report was developed by the CESRC as an update of one Rob Erhardt prepared in 2016 that compiled a collection of sources that deal with what scientists know and what actuaries could do. Sources have been chosen with practicing actuaries and the public in mind. In the original report, nearly all governmental sources come from the United States. In the update an attempt was made to include sources from actuarial bodies and regulators worldwide. Please let us know if you have a source we did not include as it is anticipated that the SOA will continue to update a list of sources for these topics in the future.