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The Evaluation of Comprehensive Transportation System in Inner Mongolia Based on Principal Component Analysis

机译:基于主成分分析的内蒙古综合交通系统评价

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Based on the relevant data of comprehensive transportation system in Inner Mongolia Autonomous Region from 1990 to 2011, the transport equipment, transport mileage, transport capacity, and the transport share of the total economic output in four aspects are studied. Then we select 13 indicators to build the evaluation of comprehensive transportation system in Inner Mongolia Autonomous Region. Using SPSS17.0 software to perform the principal component analysis could get the evaluation of the development of comprehensive transportation system in Inner Mongolia, which has maintained rapid development in the past 22 years, especially after 2003, higher than previous years. It is in accordance with the current transportation development of Inner Mongolia Autonomous Region, next we verify the feasibility of the Principal Component Analysis (PCA) on transportation problem. The method also has theoretical significance of research on relevant aspects of other areas.
机译:基于1990年至2011年内蒙古自治区综合交通系统的相关数据,研究了四个方面的运输设备,运输里程,运输能力和运输总量的运输份额。然后我们选择13个指标,以建立内蒙古自治区综合交通系统的评价。使用SPSS17.0软件执行主要成分分析,可以获得内蒙古综合交通系统发展的评价,这在过去22年中保持了快速发展,特别是在2003年之后,高于前几年。正是根据内蒙古自治区的当前运输发展,接下来,我们验证了主成分分析(PCA)对运输问题的可行性。该方法还具有对其他地区相关方面的研究的理论意义。

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