Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms

Ani Eloyan, Sherri Rose

We consider an extension of Leo Breiman's thesis from "Statistical Modeling: The Two Cultures" to include a bifurcation of algorithmic modeling, focusing on parametric regressions,…