On the Efficacy of State Space Reconstruction Methods in Determining Causality
نویسندگان
چکیده
منابع مشابه
On the Efficacy of State Space Reconstruction Methods in Determining Causality
We present a theoretical framework for inferring dynamical interactions between weakly or moderately coupled variables in systems where deterministic dynamics plays a dominating role. The variables in such a system can be arranged into an interaction graph, which is a set of nodes connected by directed edges wherever one variable directly drives another. In a system of ordinary differential equ...
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ژورنال
عنوان ژورنال: SIAM Journal on Applied Dynamical Systems
سال: 2015
ISSN: 1536-0040
DOI: 10.1137/130946344