@article{ART001674548},
author={Jin Changjong and Hyang sook Lee and Choo Sangho},
title={Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea},
journal={The Korea Spatial Planning Review},
issn={1229-8638},
year={2012},
volume={73},
pages={131-143},
doi={10.15793/kspr.2012.73..008}
TY - JOUR
AU - Jin Changjong
AU - Hyang sook Lee
AU - Choo Sangho
TI - Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea
JO - The Korea Spatial Planning Review
PY - 2012
VL - 73
IS - null
PB - 국토연구원
SP - 131
EP - 143
SN - 1229-8638
AB - The paper develops trip generation models using the 2006 Seoul Household Travel Survey data for trip production and attraction models by the total and purpose(commute, school, shopping, business, others). The existing models frequently use linear regression models assuming independence among the error terms. However, traffic analysis zones(TAZs) are not simply distributed at random while having autocorrelation each other. To control such autocorrelation, spatial regression models need to be considered rather than linear regression models. Therefore, the paper examines the autocorrelation for trip production and attraction, and verify if the spatial regression models are suitable. Then, SEM(Spatial Error Model) or SLM(Spatial Lagged Model) is estimated according to the spatial regression decision process. The results indicate that spatial regression model is more reliable for most trip generation models except the school attraction model and other production/attraction models. The paper provides the improved trip generation models by applying the spatial interactions among TAZs and land use data.
KW - Trip Generation Model;Spatial Regression;Spatial Autocorrelation;Household Travel Survey;Land Use;Seoul City
DO - 10.15793/kspr.2012.73..008
ER -
Jin Changjong, Hyang sook Lee and Choo Sangho. (2012). Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea. The Korea Spatial Planning Review, 73, 131-143.
Jin Changjong, Hyang sook Lee and Choo Sangho. 2012, "Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea", The Korea Spatial Planning Review, vol.73, pp.131-143. Available from: doi:10.15793/kspr.2012.73..008
Jin Changjong, Hyang sook Lee, Choo Sangho "Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea" The Korea Spatial Planning Review 73 pp.131-143 (2012) : 131.
Jin Changjong, Hyang sook Lee, Choo Sangho. Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea. 2012; 73 131-143. Available from: doi:10.15793/kspr.2012.73..008
Jin Changjong, Hyang sook Lee and Choo Sangho. "Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea" The Korea Spatial Planning Review 73(2012) : 131-143.doi: 10.15793/kspr.2012.73..008
Jin Changjong; Hyang sook Lee; Choo Sangho. Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea. The Korea Spatial Planning Review, 73, 131-143. doi: 10.15793/kspr.2012.73..008
Jin Changjong; Hyang sook Lee; Choo Sangho. Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea. The Korea Spatial Planning Review. 2012; 73 131-143. doi: 10.15793/kspr.2012.73..008
Jin Changjong, Hyang sook Lee, Choo Sangho. Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea. 2012; 73 131-143. Available from: doi:10.15793/kspr.2012.73..008
Jin Changjong, Hyang sook Lee and Choo Sangho. "Developing Trip Generation Models Using Spatial Regression Analysis : A Case for Seoul, Korea" The Korea Spatial Planning Review 73(2012) : 131-143.doi: 10.15793/kspr.2012.73..008
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