42 citations · 105 across the 5 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.AP2017★ 15 cited
Machine Learning Meets Microeconomics: The Case of Decision Trees and Discrete Choice
Timothy Brathwaite, Akshay Vij, Joan L. Walker
We provide a microeconomic framework for decision trees: a popular machine learning method. Specifically, we show how decision trees represent a non-compensatory decision protocol…
stat.AP2017★ 32 cited
Causal Inference in Travel Demand Modeling (and the lack thereof)
Timothy Brathwaite, Joan Walker
This paper is about the general disconnect that we see, both in practice and in literature, between the disciplines of travel demand modeling and causal inference. In this paper, w…