Package: rEDM
Type: Package
Title: Applications of Empirical Dynamic Modeling from Time Series
Version: 0.7.2
Maintainer: Sugihara Lab Maintainer <sugihara.lab.manager@gmail.com>
Author: Hao Ye [aut, cre], 
    Adam Clark [aut], 
    Ethan Deyle [aut], 
    Steve Munch [aut], 
    Oliver Keyes [ctb], 
    Jun Cai [ctb], 
    Ethan White [ctb], 
    Jane Cowles [ctb], 
    James Stagge [ctb], 
    Yair Daon [ctb], 
    George Sugihara [ctb, ccp]
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>.
License: file LICENSE
NeedsCompilation: yes
Imports: Rcpp (>= 0.11.5), methods
LinkingTo: Rcpp, RcppEigen
RcppModules: lnlp_module, block_lnlp_module, ccm_module
Suggests: knitr, rmarkdown, R.rsp, ggplot2
VignetteBuilder: knitr, R.rsp
RoxygenNote: 6.1.0
Packaged: 2018-12-10 02:38:28 UTC; hye
Repository: CRAN
Date/Publication: 2018-12-10 14:40:03 UTC
Built: R 3.6.1; x86_64-apple-darwin13.4.0; 2019-12-05 19:20:30 UTC; unix
