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Software . 2018
Data sources: Datacite
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ZENODO
Software . 2018
Data sources: ZENODO
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rEDM: Applications of Empirical Dynamic Modeling from Time Series

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 20 Jun 2018Publisher:Zenodo
Authors: Ye, Hao; Clark, Adam; Deyle, Ethan; Munch, Steve; Keyes, Oliver; Cai, Jun; White, Ethan; +5 Authors
Code repository: https://github.com/ha0ye/rEDM/tree/v0.7.1

doi: 10.5281/zenodo.1294063

rEDM: Applications of Empirical Dynamic Modeling from Time Series

Abstract

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) .

Keywords

nonlinear, forecasting, time series, delay embedding, empirical dynamics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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1
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15