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Correlation analysis and causality test between Ludong-Huanghai block and South Japan

机译:鲁东至黄海地区与日本南部之间的相关性分析和因果关系检验

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In this paper, we make a comparative analysis and correlation test for the seismic activities in the South Japan and the Ludong-Huanghai block (a secondary tectonic unit in the North China) and approach the relationship between the energy release processes of these two areas by using co-integration analysis and Granger causality test for the time series of random variables. The results show that the seismic activities in these two areas are correlative and synchronous to a certain extent, and their release series of cumulative strain energy are contemporaneously correlative. Both energy series are first-order difference stationary processes and there is secular and steady co-integration between them. We make a positive analysis on the first-order difference energy series through Granger causality test based on vector error correction (VEC) model and find there is unilateral Granger causality and prominent co-integration between the two energy release processes.
机译:本文对日本南部和华北次构造单元鲁东—黄海地块的地震活动进行了比较分析和相关性测试,并通过以下方法探讨了这两个区域的能量释放过程之间的关系。使用协整分析和Granger因果检验检验随机变量的时间序列。结果表明,这两个地区的地震活动在一定程度上是相关的和同步的,它们的累积应变能释放序列是同时相关的。这两个能量系列都是一阶差分平稳过程,它们之间存在长期稳定的协整关系。通过基于矢量误差校正(VEC)模型的格兰杰因果关系检验,对一阶差分能级进行了实证分析,发现两个能量释放过程之间存在单边格兰杰因果关系和显着的协整性。

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