rEDM: Empirical Dynamic Modeling ('EDM')

An implementation of 'EDM' algorithms based on research software developed for internal use at the Sugihara Lab ('UCSD/SIO'). The package is implemented with 'Rcpp' wrappers around the 'cppEDM' library. It implements the 'simplex' projection method from Sugihara & May (1990) <doi:10.1038/344734a0>, the 'S-map' algorithm from Sugihara (1994) <doi:10.1098/rsta.1994.0106>, convergent cross mapping described in Sugihara et al. (2012) <doi:10.1126/science.1227079>, and, 'multiview embedding' described in Ye & Sugihara (2016) <doi:10.1126/science.aag0863>.

Package details

AuthorJoseph Park [aut, cre] (<https://orcid.org/0000-0001-5411-1409>), Cameron Smith [aut], George Sugihara [aut, ccp] (<https://orcid.org/0000-0002-2863-6946>), Ethan Deyle [aut] (<https://orcid.org/0000-0001-8704-8434>), Erik Saberski [ctb] (<https://orcid.org/0000-0002-6475-6187>), Hao Ye [ctb] (<https://orcid.org/0000-0002-8630-1458>), The Regents of the University of California [cph]
MaintainerJoseph Park <JosephPark@IEEE.org>
LicenseBSD_2_clause + file LICENSE
Version1.8.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rEDM")

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rEDM documentation built on May 3, 2021, 1:06 a.m.