原文传递
Route-Level Transit Operational-Efficiency Assessment with a Bootstrap Super-Data-Envelopment Analysis Model
| 题名： | Route-Level Transit Operational-Efficiency Assessment with a Bootstrap Super-Data-Envelopment Analysis Model |
| 其他题名： | Abreha,D.A.(2007)."Analysing public transport performance using efficiency measures and spatial analysis:The case study of Addis Ababa,Ethiopia."M.S.thesis,International Institute for Geo-Information Science and Earth Observation,Enschede,Netherlands. |
| 正文语种： | 英文 |
| 作者： | Xin Li |
| 关键词： | Bus operational efficiency;Route-level;Super-DEA;Bootstrap;Evaluation |
| 摘要： | Route-level operational efficiency assessment is an essential task for transit service providers to capture passenger demand trends, operational constraints, concerns of stakeholders, and changing service needs. It also allows the responsible authorities to achieve better economic performance assessment, organization administration, and transit planning and financing. This paper presents a bootstrap super-data-envelopment analysis (DEA) model for route-level transit operational efficiency assessment. Differently from previous studies, the proposed model contributes to integrating the bootstrap method, a statistical inferring method of random resampling with replacement, with a super-DEA model, an extended DEA model of breaking ties in those efficient units, to improve the estimation precision and to overcome the problem of efficiency deviation in the case of small data set. The proposed model also features to generate an interval-based route efficiency estimates to prevent errors due to imperfect data and judgment mistakes. The proposed model has been applied to evaluating the efficiencies of 17 bus routes managed by the 3rd bus company in the city of Chongqing, China. |
| 出版年： | 2017 |
| 论文唯一标识： | P-84Y2017V143N03008 |
| 英文栏目名称： | TECHNICAL PAPERS |
| doi： | 10.1061/(ASCE)UP.1943-5444.0000388 |
| 期刊名称： | Journal of Urban Planning and Development |
| 拼音刊名(出版物代码)： | P-84 |
| 卷： | 143 |
| 期： | 03 |
| 页码： | 72-80 |
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