Package: NVAR 0.1.0
NVAR: Nonlinear Vector Autoregression Models
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>.
Authors:
NVAR_0.1.0.tar.gz
NVAR_0.1.0.zip(r-4.7)NVAR_0.1.0.zip(r-4.6)NVAR_0.1.0.zip(r-4.5)
NVAR_0.1.0.tgz(r-4.6-any)NVAR_0.1.0.tgz(r-4.5-any)
NVAR_0.1.0.tar.gz(r-4.7-any)NVAR_0.1.0.tar.gz(r-4.6-any)
NVAR_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NVAR/json (API)
NEWS
| # Install 'NVAR' in R: |
| install.packages('NVAR', repos = c('https://sciurus365.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sciurus365/nvar/issues
Last updated from:fbbc5b915c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 140 | ||
| source / vignettes | OK | 177 | ||
| linux-release-x86_64 | OK | 121 | ||
| macos-release-arm64 | OK | 81 | ||
| macos-oldrel-arm64 | OK | 113 | ||
| windows-devel | OK | 74 | ||
| windows-release | OK | 77 | ||
| windows-oldrel | OK | 68 | ||
| wasm-release | OK | 105 |
Dependencies:clicpp11dplyrgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a nonlinear vector autoregression model | NVAR |
| Time series simulation with an NVAR model | sim_NVAR |
