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Generalized Theorems for Nonlinear State Space Reconstruction

Takens' theorem (1981) shows how lagged variables of a single time series can be used as proxy variables to reconstruct an attractor for an underlying dynamic process. State space reconstruction (SSR) from single time series has been a powerful approach for the analysis of the complex, non-line...

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書目詳細資料
Main Authors: Deyle, Ethan R., Sugihara, George
格式: Artigo
語言:Inglês
出版: Public Library of Science 2011
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3069082/
https://ncbi.nlm.nih.gov/pubmed/21483839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0018295
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