TRB 2020 WORKSHOP #1059

Developing Performance Prediction Models

This workshop was sponsored by AFD10 and co-sponsored by ABC40 and presented on January 12th, 2020.

1. Moderator Welcome and Introduction, Nima Kargah-Ostadi
2. Audience Survey, Timothy Miller
3. Panel Discussion on Application of Performance Prediction Models in PMS Decision Making: Best Practices & Issues, Magdy Mikhail, Zhongren Wang, Sui Tan, Adrian Ricardo Archilla
4. Audience Survey, Timothy Miller
5. Data Issues & Pre-Processing, Jeremy Lea
6. Deterministic Empirical Models, Omar Swei
7. Probabilistic Models, Jorge Prozzi
8. Mechanistic Empirical Models, James Bryce
9. Model Evaluation & Validation Success Metrics, Cristina Torres-Machi
10. Q&A