Model building, inference and interpretation: developing discrete choice models in the age of machine learning
The potential of Machine Learning to complement, rethink, replace or improve choice
modeling has been the subject of many works throughout the last few years (Hagenauer and …
modeling has been the subject of many works throughout the last few years (Hagenauer and …
A sparse identification approach for automating choice models' specification
A Ghorbani, N Nassir, PS Lavieri… - arXiv preprint arXiv …, 2023 - arxiv.org
The methodology discussed in this paper aims to enhance choice models'
comprehensiveness and explanatory power for forecasting choice outcomes. To achieve …
comprehensiveness and explanatory power for forecasting choice outcomes. To achieve …