24 citations · 47 across the 2 of their papers we have counts for
2 papers
econ.EM2021★ 24 cited
Gaussian Process Latent Class Choice Models
Georges Sfeir, Filipe Rodrigues, Maya Abou-Zeid
We present a Gaussian Process - Latent Class Choice Model (GP-LCCM) to integrate a non-parametric class of probabilistic machine learning within discrete choice models (DCMs). Gaus…
econ.EM2020★ 23 cited
Semi-nonparametric Latent Class Choice Model with a Flexible Class Membership Component: A Mixture Model Approach
Georges Sfeir, Maya Abou-Zeid, Filipe Rodrigues +2
This study presents a semi-nonparametric Latent Class Choice Model (LCCM) with a flexible class membership component. The proposed model formulates the latent classes using mixture…