.zenodo.json

{
"title": "rEDM: Applications of Empirical Dynamic Modeling from Time Series",
"creators": [
  {
    "name": "Ye, Hao", 
    "orcid": "0000-0002-8630-1458"
}, {
    "name": "Clark, Adam", 
    "orcid": "0000-0002-8843-3278"
}, {
    "name": "Deyle, Ethan", 
    "orcid": "0000-0001-8704-8434"
}, {
    "name": "Munch, Steve", 
    "orcid": "0000-0001-7471-5429"
}, {
    "name": "Cai, Jun", 
    "orcid": "0000-0001-9495-1226"
}, {
    "name": "Cowles, Jane", 
    "orcid": "0000-0002-6754-9669"
}, {
    "name": "Daon, Yair"
}, {
    "name": "Edwards, Andrew", 
    "orcid": "0000-0003-2749-8198"
}, {
    "name": "Keyes, Oliver"
}, {
    "name": "Stagge, James", 
    "orcid": "0000-0002-3667-2904"
}, {
    "name": "Ushio, Masayuki", 
    "orcid": "0000-0003-4831-7181"
}, {
    "name": "White, Ethan", 
    "orcid": "0000-0001-6728-7745"
}, {
    "name": "Sugihara, George", 
    "orcid": "0000-0002-2863-6946"
}
],
    "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>.",
    "keywords": [
      "empirical dynamics",
      "time series",
      "nonlinear",
      "forecasting",
      "delay embedding"
    ],
    "access_right": "open",
    "license": "other-open",
    "upload_type": "software"
}