Copyright

Modern Financial Modeling: Concepts and Applications for Actuaries and Other Financial Professionals

Copyright © 2026 Alec Loudenback and Yun-Tien Lee.

This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0), except where otherwise noted.

The chapters on developing in Julia (Writing Julia, Debugging Julia, Sharing Julia, and Optimizing Julia) are licensed under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0).

This is not a Milliman-sponsored project.

ISBN 978-1-257-97605-8

First edition, 2026.

Published online at ModernFinancialModeling.com.