[1] 交通运输部. 2018年交通运输行业发展统计公报[R], 2019. [2] 公安部交通管理局. 中华人民共和国道路交通事故统计年报(2013—2018年度)[R]. 公安部交通管理科学研究所, 2 014—2 019. [3] SCHNEIDER W,SAVOLAINEN P,ZIMMERMAN K.Driver injury severity resulting from single-vehicle crashes along horizontal curves on rural two-lane highways[J].Transportation Research Record: Journal of the Transportation Research Board,2009,2102: 85-92. [4] WU Qiong,ZHANG Guohui,ZHU Xiaoyu,et al.Analysis of driver injury severity in single-vehicle crashes on rural and urban roadways[J].Accident Analysis and Prevention,2016,94: 35-45. [5] MANNERING F L,SHANKAR V,BHAT C R.Unobserved heterogeneity and the statistical analysis of highway accident data[J].Analytic Methods in Accident Research,2016,11: 1-16. [6] CHEN Feng,CHEN Suren.Injury severities of truck drivers in single- and multi-vehicle accidents on rural highways[J].Accident Analysis and Prevention,2011,43(5): 1 677-1 688. [7] GONG Linfeng,FAN Wei.Modeling single-vehicle run-off-road crash severity in rural areas: Accounting for unobserved heterogeneity and age difference[J].Accident Analysis and Prevention,2017,101: 124-134. [8] SHAMSUNNAHAR Y,NAVEN E,CHANDRA R Bhat,et al.A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity[J].Analytic Methods in Accident Research,2014,1: 23-38. [9] XIE Yuanchang,ZHAO Kaiguang,HUYNH N.Analysis of driver injury severity in rural single-vehicle crashes[J].Accident Analysis and Prevention,2012,47(3): 36-44. [10] SASIDHARAN L,WU Kunfeng,MENENDEZ M.Exploring the application of latent class cluster analysis for investigating pedestrian crashinjury severities in Switzerland [J].Accident Analysis and Prevention,2015,85: 219-228. [11] 邱皓政. 潜在类别模型的原理与技术[M]. 北京:北京大学出版社, 2008: 51-100. [12] 陈宇帅, 温忠麟, 顾红磊. 因子混合模型:潜在类别分析与因子分析的整合[J]. 心理科学进展, 2015, 23(3): 529-538. CHEN Yushuai,WEN Zhonglin,GU Honglei.Factor mixture model: an integration of latent class analysis and factor analysis[J]. Advances in Psychological Science,2015, 23(3): 529-538. [13] 薛薇. SPSS统计分析方法及应用[M]. 北京:电子工业出版社, 2009: 320-340. [14] 王昱. 考虑特征变量异质性的分类方法及其在风险决策中的应用研究[D]. 合肥:中国科学技术大学, 2009. WANG Yu.Research on classification method and its application in risk decision-making with feature space heterogeneity[D].Hefei:University of Science and Technology of China, 2009. [15] HASHEMINEJAD S H, ZAHEDI M, HASHEMINEJAD S M H.A hybrid clustering and classification approach for predicting crash injury severity on rural roads[J]. International Journal of Injury Control & Safety Promotion, 2018, 25(1): 85-101. [16] 张圆, 邓院昌, 林庆丰, 等. 不同性别驾驶员小轿车交通事故的影响因素分析[J].安全与环境工程, 2019, 26(3): 166-170. ZHANG Yuan, DENG Yuanchang, LIN Qingfeng,et al. Analysis of influencing factors of car accidents based on drivers' gender[J]. Safety and Environmental Engineer, 2019, 26(3): 166-170. [17] MA Zhuanglin,ZHAO Wenjing,CHIEN S I,et al.Exploring factors contributing to crash injury severity on rural two-lanehighways[J].Journal of Safety Research,2015,55: 171-176. [18] GB/T3730.1—2001, 汽车和挂车类型的术语和定义[S]. CB/T3730.1-2001,Motor vehicles and trailers-types-terms and definition[S]. [19] 交宣. 公路交通事故多发点段隐患调查分析方法[J]. 汽车与安全, 2019(4): 20-24. JIAO Xuan.Hidden hazard investigation and analysis method for highway traffic accidents[J].Auto and Safety,2019(4): 20-24. [20] 张文彤, 董伟. SPSS统计分析高级教程[M]. 北京:高等教育出版社, 2013: 162-180. [21] 李雨成, 刘天奇, 周西华. 煤尘爆炸火焰传播特性因子分析与BP网络组合预测研究[J]. 中国安全科学学报,2015,25(10): 53-58. LI Yucheng,LIU Tianqi,ZHOU Xihua.Study on combined prediction of flame propagation characteristics in coal dust explosion based on factors analysis and BP network[J].China Safety Science Journal,2015,25(10): 53-58. [22] 周开乐, 杨善林, 丁帅, 等. 聚类有效性研究综述[J]. 系统工程理论与实践, 2014, 34(9): 2 417-2 431. ZHOU Kaile,YANG Shanlin,DING Shuai,et al.On cluster validation [J].Systems Engineering-Theory & Practice,2014,34(9): 2 417-2 431. [23] 许汝福.Logistic回归变量筛选及回归方法选择实例分析[J]. 中国循证医学杂志, 2016, 16(11): 1 360-1 364. XU Rufu.Selection for independent variables and regression method in logistic regression: an example analysis[J].Chinese Journal of Evidence-Based Medicine,2016,16(11): 1 360-1 364. [24] 韦凌翔, 陈红, 王龙飞,等. 诱发道路交通事故的关键因子分析方法研究[J]. 交通信息与安全, 2015, 33(1): 85-89. WEI Lingxiang, CHEN Hong, WANG Longfei,et al.Analysis of key factors leading to road traffic accidents[J]. Journal of Transport Information and Safety, 2015, 33(1): 85-89. [25] 王冬燕. Logistic回归与决策树分类效能的ROC曲线比较[J]. 智能计算机与应用, 2014, 4(5): 34-36. WANG Dongyan.The ROC curves comparing of classification performance between logistic regression and decision tree[J].Intelligent Computer and Applications,2014,4(5): 34-36. [26] 王卫杰, 沈轩霆, 王贵彬, 等.电动自行车骑行者事故伤害程度影响因素分析[J]. 中国安全科学学报, 2019, 29(2): 20-25. WANG Weijie,SHEN Xuanting,WANG Guibin,et al.Analysis of factors affecting injury to electric bicycle rider in crash[J].China Safety Science Journal,2019,29(2): 20-25. [27] RUSSO B J,SAVOLAINEN P T.A comparison of freeway median crash frequency, severity, and barrier strike outcomesby median barrier type[J].Accident Analysis and Prevention,2018,117: 216-225. [28] 菅美英,石京.老年驾驶员跟驰行为及影响因素研究[J].中国安全科学学报, 2017, 27(6): 25-30. JIAN Meiying, SHI Jing.Study on older drivers car following behavior and influencing factors[J].China Safety Science Journal, 2017, 27(6): 25-30. |