Comparative analysis of traveler destination choice models by method of sampling alternatives
In a destination choice model, it is important to introduce alternatives that have been adequately aggregated into traffic analysis zone levels based on spatial similarities and feasibility of analysis, because considering every spatial location possible for the traveler as an elemental alternative is intractable in terms of data management and analysis. In this study, the authors derive strata for alternative sets through simple random sampling and stratified importance sampling based on the concept of Moran’s I. As a result of comparative analysis, they are able to reduce errors by drawing an adequate number of samples for the destination choice model’s choice alternative sets based on measures of spatial similarity.
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- Find a library where document is available. Order URL: http://worldcat.org/oclc/1767712
- Abstract reprinted with permission of Taylor & Francis.
- Kim, Jooyoung
- Lee, Seungjae
- Publication Date: 2017-5
- Media Type: Web
- Pagination: pp 465-478
- TRT Terms: Alternatives analysis; Choice models; Location; Travelers
- Subject Areas: Highways; Operations and Traffic Management;
- Accession Number: 01638859
- Record Type: Publication
- Files: TRIS
- Created Date: Apr 5 2017 3:01PM