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nonlinearTseries

Nonlinear time series analysis in R

https://github.com/constantino-garcia/nonlineartseries

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
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    DOI references
  • ○
    Academic publication links
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.5%) to scientific vocabulary

Keywords

chaos chaotic-systems nonlinear-dynamics nonlinear-time-series time-series
Last synced: 9 months ago · JSON representation

Repository

Nonlinear time series analysis in R

Basic Info
  • Host: GitHub
  • Owner: constantino-garcia
  • Language: C++
  • Default Branch: master
  • Size: 6.75 MB
Statistics
  • Stars: 36
  • Watchers: 3
  • Forks: 20
  • Open Issues: 0
  • Releases: 2
Topics
chaos chaotic-systems nonlinear-dynamics nonlinear-time-series time-series
Created almost 9 years ago · Last pushed over 1 year ago
Metadata Files
Readme

README.md

nonlinearTseries

Github actions CI CRAN\_Status\_Badge

Overview

nonlinearTseries provides functions for nonlinear time series analysis. This package permits the computation of the most-used nonlinear statistics/algorithms including generalized correlation dimension, information dimension, largest Lyapunov exponent, sample entropy and Recurrence Quantification Analysis (RQA), among others. Basic routines for surrogate data testing are also included. The package is largely inspired by the book Nonlinear time series analysis by Holger Kantz and Thomas Schreiber.

Installation

```r

You can install the he latest released version from CRAN:

install.packages("nonlinearTseries")

Or the the development version from GitHub:

devtools::install_github("constantino-garcia/nonlinearTseries") ```

Getting started

For a quick introduction to nonlinearTseries, see its vignette.

Citation

You can get information about citing nonlinearTseries using citation('nonlinearTseries') in an R session.

Owner

  • Name: Constantino Antonio García Martínez
  • Login: constantino-garcia
  • Kind: user
  • Location: Madrid
  • Company: Universidad San Pablo CEU

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 143
  • Total Committers: 5
  • Avg Commits per committer: 28.6
  • Development Distribution Score (DDS): 0.594
Past Year
  • Commits: 7
  • Committers: 1
  • Avg Commits per committer: 7.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Constantino Antonio Garcia Martinez c****m@g****m 58
gaussllego g****o@e****b 56
Constantino Antonio García Martínez c****a@u****s 26
Alexandra Paxton p****a@g****m 2
stefan7th s****h@e****b 1
Committer Domains (Top 20 + Academic)
usc.es: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 6
  • Total pull requests: 1
  • Average time to close issues: 9 days
  • Average time to close pull requests: about 16 hours
  • Total issue authors: 6
  • Total pull request authors: 1
  • Average comments per issue: 2.0
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • a-paxton (1)
  • MoustafaArgus (1)
  • mxochicale (1)
  • domvicinanza (1)
  • alisoniles (1)
  • mu578 (1)
Pull Request Authors
  • a-paxton (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 1,299 last-month
  • Total docker downloads: 21,789
  • Total dependent packages: 7
  • Total dependent repositories: 5
  • Total versions: 16
  • Total maintainers: 1
cran.r-project.org: nonlinearTseries

Nonlinear Time Series Analysis

  • Versions: 16
  • Dependent Packages: 7
  • Dependent Repositories: 5
  • Downloads: 1,299 Last month
  • Docker Downloads: 21,789
Rankings
Forks count: 3.9%
Dependent packages count: 6.6%
Stargazers count: 9.0%
Average: 9.5%
Downloads: 12.2%
Docker downloads count: 12.6%
Dependent repos count: 13.0%
Maintainers (1)
constantino.garciama@ceu.es
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.3.0 depends
  • Matrix * imports
  • Rcpp >= 0.12.12 imports
  • graphics * imports
  • lifecycle * imports
  • stats * imports
  • tseries * imports
  • zoo * imports
  • knitr * suggests
  • plot3D * suggests
  • rgl * suggests
  • rmarkdown * suggests
  • testthat * suggests