Temporal transferability of updated alternative-specific constants in disaggregate mode choice models |
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Authors: | Nobuhiro Sanko Takayuki Morikawa |
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Affiliation: | (1) Graduate School of Business Administration, Kobe University, 2-1 Rokkodai-cho, Nada-ku, Kobe 657-8501, Japan;(2) Graduate School of Environmental Studies, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan |
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Abstract: | Methods of updating disaggregate discrete choice models have been proposed as a means of obtaining better transferability. However, the temporal transferability of models updated for better spatial transferability has rarely been analysed, and the factors affecting temporal transferability have not been determined. This paper deals with one updating method—the use of disaggregate data to update alternative-specific constants—and investigates the factors affecting the temporal transferability of the updated constants. In the analysis, repeated cross-section data collected in the Chukyo metropolitan area are divided, efficiently generating many application areas. The analysis showed that the factors can depend on regional characteristics and past travel behaviours (inertia), and are anti-symmetric and path-dependent of changes in the level of service. |
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