基于ECM模型的云南省干旱灾害损失分布

Kaimin Li, Guang Li, Yuanyuan Zhang
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引用次数: 0

摘要

本文尝试运用协整检验方法和误差修正模型对云南省干旱灾害面积与直接经济损失的关系进行分析。首先,根据序列的自相关和部分自相关分析图以及ADF检验结果判断序列的平稳性;然后,建立了一阶差分序列的OLS回归模型。结合OLS估计的残差序列和ADF检验的结果,得出序列具有协整关系;最后,建立了带有误差校正项的ECM模型。结果表明,该模型拟合效果较好,能较好地描述干旱灾害受灾面积与直接货币损失序列的短期波动和长期均衡关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Loss Distribution of Drought Disasters in Yunnan Province Based on ECM Model
This paper attempts to analyze the relationship between drought disaster area and direct economic loss in Yunnan Province based on the method of co-integration test and the error correction model. Firstly, the stationarity of the sequence is judged according to the auto-correlation and partial auto-correlation analysis diagrams of the sequence and the results of ADF test; Then, the OLS regression model of first-order difference sequence is established. Combined with the residual sequence of OLS estimation and the results of ADF test, it is concluded that the sequence has a co-integration relationship; Finally, the ECM model with error correction term is established. It is found that the model has a good fitting effect, and can well describe the short-term fluctuation and long-term equilibrium relationship between drought disaster affected area and direct monetary loss series.
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