Which defensive line position is the most valuable?

How do we define talent in the defensive line? Which position in the defensive line is the most is the most valuable? We aim to answer these questions in this analysis. This project was our submission to the Sports Info Solutions Analytics Challenge 2020.

Individual Expected Completion using Logistic Generalized Additive Mixed Models

Case study on leveraging Generalized Additive Mixed Models (GAMM) to estimate the individual probability of completion per Quarterback as a random effect.