Benjamin Cottreau: From econometrics to machine learning: insights from transportation studies

Abstract 
Econometrics is the field of economics which intends to unveil the decision-making process of individuals and firms: econometricians use statistical tools aiming to understand people's choices and predict their behaviours. Using case studies coming from the transportation field, I will present the main limitations of the traditional econometric approach and identify where machine learning can bridge the gap.