Satisfaction and uncertainty in car-sharing decisions: An integration of hybrid choice and random regret-based models

J Kim, S Rasouli, H Timmermans - … Research Part A: Policy and Practice, 2017 - Elsevier
Car-sharing systems have attracted increasingly attention as one of several sustainable
transportation systems. After joining a car-sharing organization, people can use a shared …

A framework for capturing heterogeneity, heteroskedasticity, non-linearity, reference dependence and design artefacts in value of time research

S Hess, A Daly, T Dekker, MO Cabral… - … Research Part B …, 2017 - Elsevier
In early 2014, the UK Department for Transport (DfT) commissioned the first national value of
travel time (VTT) study since the mid-1990s. This paper presents the methodological work …

Machine learning meets microeconomics: The case of decision trees and discrete choice

T Brathwaite, A Vij, JL Walker - arXiv preprint arXiv:1711.04826, 2017 - arxiv.org
We provide a microeconomic framework for decision trees: a popular machine learning
method. Specifically, we show how decision trees represent a non-compensatory decision …

The importance of regret minimization in the choice for renewable energy programmes: Evidence from a discrete choice experiment

M Boeri, A Longo - Energy Economics, 2017 - Elsevier
This study provides a methodologically rigorous attempt to disentangle the impact of various
factors–unobserved heterogeneity, information and environmental attitudes–on the …

Latent lifestyle and mode choice decisions when travelling short distances

CG Prato, K Halldórsdóttir, OA Nielsen - Transportation, 2017 - Springer
In the quest for sustainable travel, short distances appear the most amenable to curbing the
use of the automobile. Existing studies about short trips evaluate the potential of shifting from …

Integrating attribute non-attendance and value learning with risk attitudes and perceptual conditioning

C Balbontin, DA Hensher, AT Collins - Transportation Research Part E …, 2017 - Elsevier
This study integrates multiple decision process strategies (Attribute Non-Attendance and
Value Learning) with risk attitudes, perceptual conditioning and overt experience, which, to …

Valuation of ecosystem services provided by irrigated rice agriculture in Thailand: a choice experiment considering attribute nonattendance

D Jourdain, S Vivithkeyoonvong - Agricultural Economics, 2017 - Wiley Online Library
This research investigates how the public of a middle‐income country, Thailand, values
ecosystem services associated with irrigated rice agriculture using a choice experiment. The …

[HTML][HTML] Incorporating psycho-physical mapping into random regret choice models: model specifications and empirical performance assessments

S Jang, S Rasouli, H Timmermans - Transportation, 2017 - Springer
Recently, regret-based choice models have been introduced in the travel behavior research
community as an alternative to expected/random utility models. The fundamental proposition …

[PDF][PDF] Innovation adoption modeling in transportation: New models and data

A Stathopoulos, C Cirillo, E Cherchi… - Journal of choice …, 2017 - academia.edu
2. Objectives The workshop discussions and presentations focused on exploring two main
topics. The first part of the workshop centered on identifying theories and methodological …

Goal-based models for discrete choice analysis

AAJ Marley, J Swait - Transportation Research Part B: Methodological, 2017 - Elsevier
Goals direct decision making, from the most abstract levels of motivation to the multitudinous
details of evaluation of options available for choice. However, the pervasive influence of …