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我国交通货物运输量的时间序列分析

Time Series Analysis of China’s Transportation Freight Volume

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【作者】 李序颖岳丹顾岚

【Author】 LI Xu-ying~1, YUE Dan~2, GU Lan~2(1.Aetna School of Management, Shanghai Jiaotong University, Shanghai 200052 China; 2. Department of Statistics, Renmin University of China, Beijing 100872, China)

【机构】 上海交通大学安泰管理学院中国人民大学统计学系中国人民大学统计学系 上海200052北京100872北京100872

【摘要】 研究我国交通货物运输量与国内生产总值之间的协整关系,建立了货运量、货物周转量、国内生产总值(GDP)的ARIMA模型,对三者之间的Granger因果关系进行了研究,并建立了向量自回归模型.结果显示,交通货物运输量与国民生产总值之间没有协整关系,货物周转量是货运量、国内生产总值的Granger原因,但货运量、国内生产总值不是货物周转量的Granger原因.

【Abstract】 In this paper we deal with the relationship of China’s transportation freight volume, freight ton-kilometers and gross domestic product(GDP) using cointegration analysis. We search for appropriate ARIMA model for freight volume, ton-kilometers and GDP respectively. Standard granger noncausality tests are used to further study the relationship of freight volume, ton-kilometers and GDP. Furthermore, a vector ARMA model is built to analyse the dynamic relationships among them. The results show that there is no cointegration between freight volume, ton-kilometers and GDP, and ton-kilometers is granger causation of freight volume and GDP, but freight volume and GDP are not granger causation of ton-kilometers.

  • 【文献出处】 系统工程理论与实践 ,Systems Engineering-theory & Practice , 编辑部邮箱 ,2005年01期
  • 【分类号】F224
  • 【被引频次】47
  • 【下载频次】932
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