Report D – Revised Comprehensive Report: Development of Long Distance Multimodal Passenger Travel Modal Choice Model

Details

• Creators:
  Anderson, M. S. ; Simkins, J.M.
• Corporate Creators:
  Battelle
• Corporate Contributors:
  United States. Department of Transportation. Federal Highway Administration. Office of Highway Policy Information
• Subject/TRT Terms:
  Choice Models Logistic Regression Analysis Long-Distance Travel Mode Choice Multimodal Transportation Multinomial Logistic Regression Model Passenger Travel Mode Choice Traffic Models
• Resource Type:
  Tech Report
• Geographical Coverage:
  United States
• Corporate Publisher:
  United States. Department of Transportation. Federal Highway Administration. Office of Highway Policy Information
• 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.
• Format:
  PDF
• Funding:
  DTFH61-07-D-00010
• Collection(s):
  Federal Highway Administration
• Main Document Checksum:
  urn:sha-512:137b072d166ad08875e43192ea050f55ae9c59c9edc38baf6bc2204ab25528ab20d4ac2dd37ce3e7abaafe8b8a2742d2f92234b87bd489b92f38b988299676ad
• Download URL:
  https://rosap.ntl.bts.gov/view/dot/56160/dot_56160_DS1.pdf
• File Type:
  [PDF - 1.09 MB ]