rEDM (1.2.3)

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Applications of Empirical Dynamic Modeling from Time Series.

https://github.com/SugiharaLab/rEDM
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: Sugihara Lab Maintainer
Author(s): Hao Ye [aut] (<https://orcid.org/0000-0002-8630-1458>), Adam Clark [aut] (<https://orcid.org/0000-0002-8843-3278>), Ethan Deyle [aut] (<https://orcid.org/0000-0001-8704-8434>), Steve Munch [aut] (<https://orcid.org/0000-0001-7471-5429>), Jun Cai [ctb] (<https://orcid.org/0000-0001-9495-1226>), Jane Cowles [ctb] (<https://orcid.org/0000-0002-6754-9669>), Yair Daon [ctb], Andrew Edwards [ctb] (<https://orcid.org/0000-0003-2749-8198>), Os Keyes [ctb], James Stagge [ctb] (<https://orcid.org/0000-0002-3667-2904>), Masayuki Ushio [ctb] (<https://orcid.org/0000-0003-4831-7181>), Ethan White [ctb] (<https://orcid.org/0000-0001-6728-7745>), Takeshi Abe [ctb] (<https://orcid.org/0000-0002-7074-4561>), George Sugihara [ctb, ccp, cre] (<https://orcid.org/0000-0002-2863-6946>)

License: file LICENSE

Uses: Rcpp, R.rsp, digest, ggplot2, testthat, formatR, knitr, rmarkdown, covr, tibble, pkgdown

Released about 1 month ago.


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