Hybrid choice models: Progress and challenges

M Ben-Akiva, D McFadden, K Train, J Walker, C Bhat… - Marketing Letters, 2002 - Springer
We discuss the development of predictive choice models that go beyond the random utility
model in its narrowest formulation. Such approaches incorporate several elements of …

Apollo: A flexible, powerful and customisable freeware package for choice model estimation and application

S Hess, D Palma - Journal of choice modelling, 2019 - Elsevier
The community of choice modellers has expanded substantially over recent years, covering
many disciplines and encompassing users with very different levels of econometric and …

User preferences regarding autonomous vehicles

CJ Haboucha, R Ishaq, Y Shiftan - Transportation research part C …, 2017 - Elsevier
This study gains insight into individual motivations for choosing to own and use autonomous
vehicles and develops a model for autonomous vehicle long-term choice decisions. A stated …

[HTML][HTML] Explaining shared micromobility usage, competition and mode choice by modelling empirical data from Zurich, Switzerland

DJ Reck, H Haitao, S Guidon, KW Axhausen - Transportation Research Part …, 2021 - Elsevier
Shared micromobility services (e-scooters, bikes, e-bikes) have rapidly gained popularity in
the past few years, yet little is known about their usage. While most previous studies have …

Hybrid choice models

M Abou-Zeid, M Ben-Akiva - Handbook of choice modelling, 2024 - elgaronline.com
The Hybrid Choice Model (HCM) is a modeling framework that attempts to bridge the gap
between discrete choice models and behavioral theories by representing explicitly …

[图书][B] Discrete choice methods with simulation

KE Train - 2009 - books.google.com
This book describes the new generation of discrete choice methods, focusing on the many
advances that are made possible by simulation. Researchers use these statistical methods …

[PDF][PDF] BIOGEME: A free package for the estimation of discrete choice models

M Bierlaire - Swiss transport research conference, 2003 - infoscience.epfl.ch
Discrete choice models in general, and random utility models in particular, have been
extensively used in several fields of applications for the last three decades. The theoretical …

Generalized random utility model

J Walker, M Ben-Akiva - Mathematical social sciences, 2002 - Elsevier
Researchers have long been focused on enriching Random Utility Models (RUMs) for a
variety of reasons, including to better understand behavior, to improve the accuracy of …

The multiple discrete-continuous extreme value (MDCEV) model: role of utility function parameters, identification considerations, and model extensions

CR Bhat - Transportation Research Part B: Methodological, 2008 - Elsevier
Many consumer choice situations are characterized by the simultaneous demand for
multiple alternatives that are imperfect substitutes for one another. A simple and …

Assessing the effect of autonomous driving on value of travel time savings: A comparison between current and future preferences

V Kolarova, F Steck, FJ Bahamonde-Birke - Transportation Research Part …, 2019 - Elsevier
Due to digitalization trends and rapid technological development, cars are becoming more
technologically advanced with an on-going trend towards fully automated vehicles …