| Title | Report D – Revised Comprehensive Report: Development of Long Distance Multimodal Passenger Travel Modal Choice Model |
|---|---|
| Record ID | 80935 |
| Personal Name Creator |
Anderson, M. S.; Simkins, J.M. |
| Corporate Creator | Battelle |
| Corporate Contributor |
United States. Department of Transportation. Federal Highway Administration. Office of Highway Policy Information |
| Publisher | United States. Department of Transportation. Federal Highway Administration. Office of Highway Policy Information |
| Publication Date | 20120723 |
| Language | English |
| Abstract | This report includes an executive summary as well as details of research conducted to develop a set of statistical models to predict long-distance passenger travel mode. A literature and practice review was conducted to gather information on the current knowledge and practices for long-distance passenger travel modal choices. Using this information, a set of multinomial logistic regression models were developed to predict mode choice given various demographic and socioeconomic attributes of the traveler, trip characteristics such as length and purpose, land-use characteristics, as well as availability of transportation infrastructure. The models use long-distance travel data from the 2001 NHTS as well as other sources. K-fold cross-validation is used to assess the predictive ability of the models. |
| Rosap ID | dot:56160 |
| Rosap URL | https://rosap.ntl.bts.gov/view/dot/56160 |
| TRT Terms | Multimodal transportation; Choice models; Mode choice; Traffic models; Logistic regression analysis |
| General Subjects | Long-Distance Travel; Passenger Travel Mode Choice; Multinomial Logistic Regression Model |
| Geographical Coverage |
United States |
| TRIS Online Accession No |
1496680 |
| Contract Number | DTFH61-07-D-00010 |
| Resource type | Tech Report |
| URL | https://ntlrepository.blob.core.windows.net/lib/80000/80900/80935/modalchoice.pdf |
| Format | |
| Database | NTL Digital Repository |