Modeling household discrete choice behavior incorporating heterogeneous group decision-making mechanisms

J Zhang, M Kuwano, B Lee, A Fujiwara - Transportation Research Part B …, 2009 - Elsevier
To represent heterogeneous group decision-making mechanisms in choice behavior, this
paper attempts to develop a new household discrete choice model by integrating different …

Incorporating within-household interactions into mode choice model with genetic algorithm for parameter estimation

M Roorda, EJ Miller, N Kruchten - Transportation research …, 2006 - journals.sagepub.com
The procedure for estimating a household model of mode choice is described. The tour-
based mode choice model incorporates interpersonal interactions within the household …

Intrahousehold interaction in transit-oriented residential choice behavior represented in stated preference approach

J Zhang, A Fujiwara - Transportation research record, 2009 - journals.sagepub.com
A study applied a web-based stated preference (SP) survey to investigate household
preferences for transit-oriented residential choices, incorporating intrahousehold interaction …

A joint count-continuous model of travel behavior with selection based on a multinomial probit residential density choice model

CR Bhat, S Astroza, R Sidharthan, MJB Alam… - … Research Part B …, 2014 - Elsevier
This paper formulates a multidimensional choice model system that is capable of handling
multiple nominal variables, multiple count dependent variables, and multiple continuous …

Comparison of vehicle-ownership models

D Potoglou, YO Susilo - Transportation Research Record, 2008 - journals.sagepub.com
Empirical studies on household car ownership have used two types of discrete choice
modeling structures: ordered and unordered. In ordered response structures, such as the …

[PDF][PDF] Probabilistic choice set generation in transportation demand models

JD Swait - 1984 - dspace.mit.edu
Motivated by practical and theoretical shortcomings of existing discrete choice models of
travel behavior, especially in the application context of developing countries, this research …

Dissecting preference heterogeneity in consumer stated choices

E Marcucci, V Gatta - Transportation Research Part E: Logistics and …, 2012 - Elsevier
This paper investigates alternative methods to account for preference heterogeneity in
choice experiments. Heterogeneity can be explained by assuming its influence to impact the …

[PDF][PDF] Random utility-based discrete choice models for travel demand analysis

CR Bhat - Transportation systems planning: methods and …, 2003 - Citeseer
In this chapter, we provide an overview of the motivation for, and structure of, advanced
discrete choice models derived from random-utility maximization. The discussion is intended …

Accounting for similarities between alternatives in discrete choice models based on high-resolution observations of transport behaviour

N Schüssler - 2010 - research-collection.ethz.ch
Discrete choice models are standard for modelling consumer behaviour. In transport
research, they are applied to all aspects of travel behaviour, including, but not limited to …

[图书][B] Selectivity bias in models of discrete and continuous choice: An empirical analysis

FL Mannering - 1986 - trid.trb.org
In this paper is discussed an application of a recently developed econometric technique for
correcting selectivity bias in discrete and continuous modeling systems with multiple discrete …