conference paper

A multivariate probit model of activity participation behavior

Proceedings of the 93rd annual meeting of the transportation research board

Publication Date

January 1, 2014

Abstract

In order to capture the dependency between socio-demographic characteristics of individuals and their daily activities as well as the correlation among different activity types, the authors fit a multivariate probit (MVP) model to individual activity participation diary data. Due to the correlation among different activity types, analytical solutions under maximizing the likelihood function are intractable; in this paper, model parameters are estimated using parameter expansion and reparameterizaton with the Metropolis Hastings algorithm. The algorithm is based on Markov Chain Monte Carlo (MCMC) sampling techniques, with the assumption of normal and inverse Wishart distributions for regression parameters and unrestricted covariance matrix. Two sets of explanatory variables at individual and household levels are used in the study and the results indicate the influence of various socio-demographic variables on activity types that individuals select. A comparison between a multivariate probit model and an independent model, estimated on San Diego and Orange County travel data, indicates that higher accuracy is achieved using the correlated model in both in-sample and out-of sample data.

Suggested Citation
Mahdieh Allahviranloo and Will Recker (2014) “A multivariate probit model of activity participation behavior”, in Proceedings of the 93rd annual meeting of the transportation research board, p. 18p.

conference paper

Pavement image-processing using neural networks

Applications of advanced technologies in transportation engineering

Publication Date

January 1, 1991

Author(s)

Ms Kaseko, Stephen Ritchie
Suggested Citation
Ms Kaseko and Sg Ritchie (1991) “Pavement image-processing using neural networks”, in . Stephanedes, YJ and Sinha, KC (ed.) Applications of advanced technologies in transportation engineering. AMER SOC CIVIL ENGINEERS, pp. 238–242.

published journal article

Friendship networks

Journal of Regional Science

Publication Date

December 1, 2006

Author(s)

Abstract

This paper develops a model of social networks different from those presented in the recent literature. In contrast to existing models, the level of investment in link formation is a continuous decision variable, and links form stochastically rather than deterministically, with the probability depending on the noncooperative investment choices of both parties. Since the network structure is then stochastic rather than deterministic, the actual pattern of links cannot be specified, as in previous models, with the analysis focusing instead on which links are most likely to form. This alternate approach leads to a much simpler mathematical structure than in previous work. The analysis, which is couched in the context of friendship networks, shows that individual investment in friendship formation is too low. In addition, the analysis shows that, in an asymmetric setting where one individual has personal magnetism or a broad group of acquaintances, friendship links involving this attractive agent are most likely to form.

Suggested Citation
Jan K. Brueckner (2006) “Friendship networks”, Journal of Regional Science, 46(5), pp. 847–865. Available at: 10.1111/j.1467-9787.2006.00486.x.

policy brief

Transit Investments are Having an Impact on Land Use Beyond the Half-Mile Mark

Publication Date

May 1, 2019

Abstract

Author(s): Kim, Jae Hong; Houston, Douglas

Suggested Citation
Jae Hong Kim and Douglas Houston (2019) Transit Investments are Having an Impact on Land Use Beyond the Half-Mile Mark. Policy Brief. Available at: https://escholarship.org/uc/item/1t92v0xx (Accessed: October 11, 2023).

working paper

A Comparative Assessment of Travel Characteristics for Neo-Traditional Developments

Publication Date

September 5, 1993

Associated Project

Working Paper

UCI-ITS-WP-92-7, UCI-ITS-AS-WP-93-1

Abstract

The primary intent of this paper is to explore the claim that transportation benefits can be derived from neotraditional neighborhood design. Conventional transportation planning models are used as tools to evaluate the performance differences of two hypothetical street networks designed to replicate a neotraditional and a conventional suburban community. Relative transportation benefits are measured in terms of vehicle-miles traveled, average trip lengths, and congestion on links and at intersections. This comparison provides an assessment of how well the two networks in question deal with trips generated by the activities which they serve. All aspects of the modeled communities are held constant except for the actual configuration of the networks. The results of this evaluation indicate that equivalent levels of activity (defined by the land uses within the community) can produce greater congestion with conventional network structures and that corresponding average trip lengths are generally longer. The ultimate goal is to determine if one network type, because of the nature of its design, can result in a more efficient transportation system. The results indicate that neotraditional designs can improve system performance.

Suggested Citation
Michael G. McNally and Sherry Ryan (1993) A Comparative Assessment of Travel Characteristics for Neo-Traditional Developments. Working Paper UCI-ITS-WP-92-7, UCI-ITS-AS-WP-93-1. Institute of Transportation Studies, Irvine. Available at: https://escholarship.org/uc/item/4x86s97q.

conference paper

Assessing the impacts of freeway truck traffic on residential property values: A southern California case study

Proceedings of 91st annual meeting of the transportation research board, washington, DC

Publication Date

January 1, 2012

Author(s)

Wei Li, Saphores J.-D.
Suggested Citation
W. Li and Saphores J.-D. (2012) “Assessing the impacts of freeway truck traffic on residential property values: A southern California case study”, in Proceedings of 91st annual meeting of the transportation research board, washington, DC.

published journal article

Valuing time and reliability: assessing the evidence from road pricing demonstrations

Transportation Research Part A: Policy and Practice

Publication Date

May 1, 2005
Suggested Citation
David Brownstone and Kenneth A. Small (2005) “Valuing time and reliability: assessing the evidence from road pricing demonstrations”, Transportation Research Part A: Policy and Practice, 39(4), pp. 279–293. Available at: 10.1016/j.tra.2004.11.001.

published journal article

Do pictographs affect probability comprehension and risk perception of multiple-risk communications?. Do Pictographs Affect Probability Comprehension and Risk Perception of Multiple-Risk Communications?

The Journal of consumer affairs

Publication Date

April 1, 2018

Author(s)

James M. Leonhardt, Robin Keller
Suggested Citation
James M. Leonhardt and L. Robin Keller (2018) “Do pictographs affect probability comprehension and risk perception of multiple-risk communications?. Do Pictographs Affect Probability Comprehension and Risk Perception of Multiple-Risk Communications?”, The Journal of consumer affairs, 52(3), pp. 756–769. Available at: 10.1111/joca.12185.

published journal article

Knowledge acquisition for large-scale expert systems in transportation

Transportation Research Record

Publication Date

January 1, 1998

Author(s)

Jeff Adler, Eknauth Persaud
Suggested Citation
Jeffrey L. Adler and Eknauth Persaud (1998) “Knowledge acquisition for large-scale expert systems in transportation”, Transportation Research Record, 1651(1), pp. 59–65. Available at: 10.3141/1651-09.

published journal article

Decision making in the newsvendor problem: A cross-national laboratory study

Omega

Publication Date

January 1, 2011

Author(s)

Tianjun Feng, Robin Keller, Xing Zheng
Suggested Citation
Tianjun Feng, L. Robin Keller and Xiaona Zheng (2011) “Decision making in the newsvendor problem: A cross-national laboratory study”, Omega, 39(1), pp. 41–50. Available at: 10.1016/j.omega.2010.02.003.