{"title":"Loss Distribution of Drought Disasters in Yunnan Province Based on ECM Model","authors":"Kaimin Li, Guang Li, Yuanyuan Zhang","doi":"10.2991/assehr.k.211216.046","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":448681,"journal":{"name":"Advances in Social Science, Education and Humanities Research","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Social Science, Education and Humanities Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/assehr.k.211216.046","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
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.