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首页> 外文期刊>Technical physics letters: Letters to the Russian journal of applied physics >Recovering the Architecture of Links in a Chain of Three Unidirectionally Coupled Systems Using the Granger-Causality Test
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Recovering the Architecture of Links in a Chain of Three Unidirectionally Coupled Systems Using the Granger-Causality Test

机译:使用Granger-因因果测试恢复三个单向耦合系统链中的链路体系结构

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摘要

We propose a method for reconstructing links in a chain of unidirectionally coupled systems by means of three tests for estimating direct and mediated coupling with the aid of Granger conditional causality in terms of prognostic models with polynomial nonlinearity. It is shown that this approach allows the architecture of links in these systems to be correctly identified in more than 80% of cases.
机译:我们提出了一种通过三种测试在具有多项式非线性的预后模型方面借助于借助于GRANGER条件因果关系来估计直接和介导的耦合的三维耦合的链路中的方法。 结果表明,这种方法允许在超过80%的情况下正确识别这些系统中的链路的架构。

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