Chapter
Apr 26, 2012
Modeling and Analysis of Traffic Accidents' Inducements Based on Factorial Experiment Method
Authors: Xiao Ma [email protected], Zuo Zhang [email protected], Zhiheng Li [email protected], and Jun Ding [email protected]Author Affiliations
Publication: ICCTP 2011: Towards Sustainable Transportation Systems
Abstract
Traffic accidents are caused by a variety of factors, while major accident inducements are different for specific districts. Effective activities can be done to reduce potential traffic risk by studying the mechanisms of accident formation for a particular area. This paper applies a biochemical factorial experiment method to traffic accidents' inducement analysis, and describes the processes of modeling and data processing in detail. Causes and their additive effects that significantly affect the accident quantity of a specific district can be distinguished in this manner, while the traditional statistical method only provides some simple percentages. Strengths and weaknesses of this new idea are both discussed based on a simple illustration. Data processing is mostly done by SPSS in this paper.
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© 2011 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Master Student, Department of Automation, Tsinghua University, Beijing, 100084.E-mail: [email protected]
Professor, Department of Automation, Tsinghua University; Tsinghua National Laboratory of Information Science and Technology, Beijing, 100084.E-mail: [email protected]
Professor, Department of Automation, Tsinghua University; Tsinghua National Laboratory of Information Science and Technology, Beijing, 100084.E-mail: [email protected]
Master Student, Department of Automation, Tsinghua University, Beijing, 100084.E-mail: [email protected]
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