Description: Excel spreadsheet for Extracting Subsets of Data from GHCN Daily Dataset.

Description: This the Application Tool for Mortality Improvement Model, MIM-2021.

Description: View the MIM-2021-v3 Data Analysis Tool

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 Income Optimization Objective Model

Description: Download and view this simulation tool, part of the "The Impact of Data Limitations on the Statistical Reliability of Mortality Improvement Rate Estimates" research report.

Description: Review this excel dataset, containing ERA5 monthly temperature data for 1960 to Sept 2024.

Description: View the LAM-139-19: Simulation of a Guaranteed Minimum Annuity Benefit, Freedman, 2019; Excel Model - Stochastic Simulation of a GMAB Option (Accompanies Simulation of a GMAB)