Description: A new implementation of EDM algorithms and is 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) <DOI:10.1038/344734a0> and the S-map algorithm in Sugihara (1994) <DOI:10.1098/rsta.1994.0106>. In addition, this package implements convergent cross mapping as described in Sugihara et al. (2012) <DOI:10.1126/science.1227079> and multiview embedding as described in Ye & Sugihara (2016) <DOI:10.1126/science.aag0863>.

Description: 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) <DOI:10.1038/344734a0> and the S-map algorithm in Sugihara (1994) <DOI:10.1098/rsta.1994.0106>. In addition, this package implements convergent cross mapping as described in Sugihara et al. (2012) <DOI:10.1126/science.1227079> and multiview embedding as described in Ye & Sugihara (2016) <DOI:10.1126/science.aag0863>.

Suggests: knitr, rmarkdown, R.rsp, ggplot2

Suggests: knitr, rmarkdown, R.rsp, ggplot2, testthat

Suggests: knitr, rmarkdown, R.rsp, ggplot2, testthat, formatR, tibble,

Maintainer: Sugihara Lab Maintainer <sugihara.lab.manager@gmail.com>

Authors@R: c(person("Hao", "Ye", role = c("aut"),
person("Adam", "Clark", role = c("aut"),
person("Ethan", "Deyle", role = c("aut"),
person("Steve", "Munch", role = c("aut"),
person("Jane", "Cowles", role = c("ctb"),
person("Yair", "Daon", role = c("ctb")),
person("Andrew", "Edwards", role = c("ctb"),
person("James", "Stagge", role = c("ctb"),
person("Masayuki", "Ushio", role = c("ctb"),
person("Ethan", "White", role = c("ctb"),
person("Takeshi", "Abe", role = c("ctb"),
person("George", "Sugihara", role = c("ctb", "ccp", "cre"),
Packaged: 2019-11-24 16:42:42 UTC; eriksaberski