Other packages > Find by keyword >

DChaos  

Chaotic Time Series Analysis
View on CRAN: Click here


Download and install DChaos package within the R console
Install from CRAN:
install.packages("DChaos")

Install from Github:
library("remotes")
install_github("cran/DChaos")

Install by package version:
library("remotes")
install_version("DChaos", "0.1-7")



Attach the package and use:
library("DChaos")
Maintained by
Julio E. Sandubete
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-14
Latest Update: 2023-03-29
Description:
Chaos theory has been hailed as a revolution of thoughts and attracting ever increasing attention of many scientists from diverse disciplines. Chaotic systems are nonlinear deterministic dynamic systems which can behave like an erratic and apparently random motion. A relevant field inside chaos theory and nonlinear time series analysis is the detection of a chaotic behaviour from empirical time series data. One of the main features of chaos is the well known initial value sensitivity property. Methods and techniques related to test the hypothesis of chaos try to quantify the initial value sensitive property estimating the Lyapunov exponents. The DChaos package provides different useful tools and efficient algorithms which test robustly the hypothesis of chaos based on the Lyapunov exponent in order to know if the data generating process behind time series behave chaotically or not.
How to cite:
Julio E. Sandubete (2019). DChaos: Chaotic Time Series Analysis. R package version 0.1-7, https://cran.r-project.org/web/packages/DChaos. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1-1 (2019-04-14 13:02), 0.1-2 (2019-05-29 09:30), 0.1-3 (2019-10-17 00:00), 0.1-4 (2020-05-04 23:50), 0.1-5 (2020-05-10 08:50), 0.1-6 (2021-02-10 11:40)
Other packages that cited DChaos R package
View DChaos citation profile
Other R packages that DChaos depends, imports, suggests or enhances
Complete documentation for DChaos
Functions, R codes and Examples using the DChaos R package
Some associated functions: embedding . gauss.sim . henon.sim . jacobian.net . logistic.sim . lyapunov.max . lyapunov . lyapunov.spec . netfit . rossler.sim . summary.lyapunov . w0.net . 
Some associated R codes: embedding.R . gauss.sim.R . henon.sim.R . jacobian.net.R . logistic.sim.R . lyapunov.R . lyapunov.max.R . lyapunov.spec.R . netfit.R . rossler.sim.R . summary.lyapunov.R . w0.net.R .  Full DChaos package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA