汪文生, 张蓉, 孙小波, 刘颖. 基于ARIMA的煤炭产业政策有效性评估方法[J]. 中国矿业, 2018, 27(11): 61-64. DOI: 10.12075/j.issn.1004-4051.2018.11.014
    引用本文: 汪文生, 张蓉, 孙小波, 刘颖. 基于ARIMA的煤炭产业政策有效性评估方法[J]. 中国矿业, 2018, 27(11): 61-64. DOI: 10.12075/j.issn.1004-4051.2018.11.014
    WANG Wensheng, ZHANG Rong, SUN Xiaobo, LIU Ying. Evaluation method of coal industry policy validity based on ARIMA[J]. CHINA MINING MAGAZINE, 2018, 27(11): 61-64. DOI: 10.12075/j.issn.1004-4051.2018.11.014
    Citation: WANG Wensheng, ZHANG Rong, SUN Xiaobo, LIU Ying. Evaluation method of coal industry policy validity based on ARIMA[J]. CHINA MINING MAGAZINE, 2018, 27(11): 61-64. DOI: 10.12075/j.issn.1004-4051.2018.11.014

    基于ARIMA的煤炭产业政策有效性评估方法

    Evaluation method of coal industry policy validity based on ARIMA

    • 摘要: 鉴于煤炭产业调控政策有效性评估中难以获得实验组和控制组的现实,提出了一种基于ARIMA煤炭价格预测模型的“投射-实施后”对比分析评估方法。选取2000~2016年秦皇岛港价格数据,分别对2004年12月15日启动煤电价格联动机制、2008年6月19日全国发电用煤临时价格干预限价、2016年3月21日启动的276工作日三项调控政策进行了实证分析。结果表明,用ARIMA模型静态预测值和动态预测值相减得到的差值作为政策效果的估计更为可靠,构建的评估方法具有很好的适用性。

       

      Abstract: According to the fact that it is difficult to obtain the experimental group and control group in the evaluation of the regulation policy impact in coal industry, a method of contrast analysis based on ARIMA coal price forecasting model is proposed.We select the price data of Qinhuangdao port from 2000 to 2016, and carry on an empirical analysis to the coal and electricity price linkage started on December 15, 2004, the national power coal interim price intervention limit launched on June 19, 2008, 276 working days launched on March 21, 2016 respectively.The results show that using the difference subtracted from the static predictive value and the dynamic predictive value of the ARIMA model is more reliable as an estimation of the regulation policy impact, and the method is suitable to evaluate coal industry regulation policy.

       

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