An overview of composite likelihood methods
A survey of recent developments in the theory and application of composite likelihood is
provided, building on the review paper of Varin (2008). A range of application areas …
provided, building on the review paper of Varin (2008). A range of application areas …
An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Seville
Over 400 cities around the world have deployed or have plans to deploy a bike sharing
system. However, the factors that drive their usage and the amount of rebalancing they …
system. However, the factors that drive their usage and the amount of rebalancing they …
The maximum approximate composite marginal likelihood (MACML) estimation of multinomial probit-based unordered response choice models
CR Bhat - Transportation Research Part B: Methodological, 2011 - Elsevier
The likelihood functions of multinomial probit (MNP)-based choice models entail the
evaluation of analytically-intractable integrals. As a result, such models are usually …
evaluation of analytically-intractable integrals. As a result, such models are usually …
A latent variable representation of count data models to accommodate spatial and temporal dependence: Application to predicting crash frequency at intersections
This paper proposes a reformulation of count models as a special case of generalized
ordered-response models in which a single latent continuous variable is partitioned into …
ordered-response models in which a single latent continuous variable is partitioned into …
LM tests for spatial correlation in spatial models with limited dependent variables
X Qu, L Lee - Regional Science and Urban Economics, 2012 - Elsevier
Models of limited dependent variables are of great interest in econometrics. This paper
focuses on the specification and hypothesis test of spatial models which have a Tobit …
focuses on the specification and hypothesis test of spatial models which have a Tobit …
Examining the influence of stop level infrastructure and built environment on bus ridership in Montreal
V Chakour, N Eluru - Journal of Transport Geography, 2016 - Elsevier
We studied transit ridership from the perspective of the transit provider, with the objective of
quantifying the influence of transit system operational attributes, transportation system …
quantifying the influence of transit system operational attributes, transportation system …
Hybrid choice model to investigate effects of teenagers' attitudes toward walking and cycling on mode choice behavior
M Kamargianni… - Transportation research …, 2013 - journals.sagepub.com
The scope of this paper is to develop an advanced stated preferences (SP) survey
customized to capture teenagers' behaviors and to estimate models of hybrid mode choices …
customized to capture teenagers' behaviors and to estimate models of hybrid mode choices …
Incorporating social interaction into hybrid choice models
The aim of this paper is to develop a methodological framework for the incorporation of
social interaction effects into choice models. The developed method provides insights for …
social interaction effects into choice models. The developed method provides insights for …
A new spatial and flexible multivariate random-coefficients model for the analysis of pedestrian injury counts by severity level
We propose in this paper a spatial random coefficients flexible multivariate count model to
examine, at the spatial level of a census tract, the number of pedestrian injuries by injury …
examine, at the spatial level of a census tract, the number of pedestrian injuries by injury …
Evaluating alternate discrete choice frameworks for modeling ordinal discrete variables
N Eluru - Accident Analysis & Prevention, 2013 - Elsevier
There is considerable debate on the appropriate discrete choice framework for examining
injury severity. Researchers in the safety field have employed ordered and unordered …
injury severity. Researchers in the safety field have employed ordered and unordered …