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  "Description": "An implementation of 'EDM' algorithms based on research\nsoftware developed for internal use at the Sugihara Lab\n('UCSD/SIO').  The package is implemented with 'Rcpp' wrappers\naround the 'cppEDM' library.  It implements the 'simplex'\nprojection method from Sugihara & May (1990)\n<doi:10.1038/344734a0>, the 'S-map' algorithm from Sugihara\n(1994) <doi:10.1098/rsta.1994.0106>, convergent cross mapping\ndescribed in Sugihara et al. (2012)\n<doi:10.1126/science.1227079>, and, 'multiview embedding'\ndescribed in Ye & Sugihara (2016)\n<doi:10.1126/science.aag0863>.",
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      "title": "Empirical Dynamic Modeling",
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      "engine": "knitr::rmarkdown",
      "headings": [
        "Abstract",
        "Installation",
        "Introduction",
        "Empirical Dynamic Modeling",
        "Time Series as Observations of a Dynamic System",
        "Attractor Reconstruction / Takens' Theorem",
        "Demonstration of EDM",
        "Nearest Neighbor Forecasting using Simplex Projection",
        "Example",
        "Optimal embedding dimension",
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        "Identifying Nonlinearity",
        "Simplex() and SMap() functions",
        "Simplex()",
        "SMap()",
        "Generalized Takens Theorem",
        "S-map Coefficients",
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        "Real Data Example",
        "Apple-Blossom Thrips",
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        "Package Core",
        "Data Input",
        "S-Map coefficients and embedded data",
        "Parameters",
        "Acknowledgements",
        "References"
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