32 citations · 47 across the 2 of their papers we have counts for
3 papers
stat.AP2018
Check yourself before you wreck yourself: Assessing discrete choice models through predictive simulations
Timothy Brathwaite
Typically, discrete choice modelers develop ever-more advanced models and estimation methods. Compared to the impressive progress in model development and estimation, model-checkin…
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…