rEDM (0.5.4)

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Applications of Empirical Dynamic Modeling from Time Series.

http://cran.r-project.org/web/packages/rEDM

A new implementation of EDM algorithms based on research software previously developed for internal use in the Sugihara Lab (UCSD/SIO). Contains C++ compiled objects that use time delay embedding to perform state-space reconstruction and nonlinear forecasting and an R interface to those objects using 'Rcpp'. It supports both the simplex projection method from Sugihara & May (1990) and the S-map algorithm in Sugihara (1994) . In addition, this package implements convergent cross mapping as described in Sugihara et al. (2012) and multiview embedding as described in Ye & Sugihara (2016) .

Maintainer: Hao Ye
Author(s): Hao Ye [aut, cre], Adam Clark [aut], Ethan Deyle [aut], Oliver Keyes [ctb], George Sugihara [ctb, ccp]

License: file LICENSE

Uses: Rcpp, knitr, rmarkdown

Released 4 months ago.


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