doi:10.1038/s41467-021-25801-2>.">

NVAR: Nonlinear Vector Autoregression Models (original) (raw)

Estimate nonlinear vector autoregression models (also known as the next generation reservoir computing) for nonlinear dynamic systems. The algorithm was described by Gauthier et al. (2021) <doi:10.1038/s41467-021-25801-2>.

Version: 0.1.0
Imports: dplyr, magrittr, purrr, rlang, stats, tibble, tidyr
Suggests: ggplot2, nonlinearTseries, testthat (≥ 3.0.0)
Published: 2024-01-18
DOI: 10.32614/CRAN.package.NVAR
Author: Jingmeng Cui ORCID iD [aut, cre]
Maintainer: Jingmeng Cui <jingmeng.cui at outlook.com>
BugReports: https://github.com/Sciurus365/NVAR/issues
License: GPL (≥ 3)
URL: https://github.com/Sciurus365/NVAR
NeedsCompilation: no
Materials: README, NEWS
In views: TimeSeries
CRAN checks: NVAR results

Documentation:

Downloads:

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=NVARto link to this page.