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Title: Application of RP/SP Data to the Joint Estimation of Mode Choice Models: Lessons Learned from an Empirical Investigation into Cross-Regional Commuting Trips in the Greater Toronto and Hamilton Area
Accession Number: 01592735
Record Type: Component
Abstract: This study presents an investigation on the mode choice behaviour of cross-regional commuters in the Greater Toronto and Hamilton Area (GTHA). Cross-regional trips are defined as those crossing the boundaries of two or more municipal or regional jurisdictions, each served by a local transit operator. The GTHA has nine local transit and one regional transit systems with little or no coordination between them. The complexity of cross-regional trips stems from the multimodal nature of long distance travel across multiple regional/local municipalities. Using Revealed Preference (RP) and Stated Preference (SP) data of the Survey of Cross-Regional Intermodal Passenger Travel (SCRIPT), a set of econometric joint RP/SP mode choice models are developed. This paper presents a comparison between a conventional Multinomial Logit (MNL) mode choice model and two models that relax the independent and irrelevant alternative (IIA) assumption, namely Nested Logit (NL) and Parameterized Logit Captivity (PLC) models. The joint RP/SP models reveal meaningful insights into cross-regional commuters’ mode choice behaviour. The developed models now constitute the core of a policy analysis tool, called Interactive Model for Policy Analysis of Cross-Regional Travel (IMPACT), which predicts changes in aggregate modal shares in response to new policies.
Supplemental Notes: This paper was sponsored by TRB committee ADB40 Standing Committee on Transportation Demand Forecasting.
Alternate title: Application of RPSP Data for Joint Estimation of Mode Choice Models
Monograph Title: Monograph Accession #: 01584066
Report/Paper Numbers: 16-3348
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Mahmoud, Mohamed SalahHabib, Khandker NurulShalaby, AmerPagination: 21p
Publication Date: 2016
Conference:
Transportation Research Board 95th Annual Meeting
Location:
Washington DC, United States Media Type: Digital/other
Features: Figures; Maps; References; Tables
TRT Terms: Geographic Terms: Subject Areas: Planning and Forecasting; Policy; Transportation (General)
Source Data: Transportation Research Board Annual Meeting 2016 Paper #16-3348
Files: PRP, TRIS, TRB, ATRI
Created Date: Jan 12 2016 5:28PM
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