Emergent-Epidemics/statcomp: Statistical Complexity and Information Measures for Time Series Analysis

An implementation of local and global statistical complexity measures (aka Information Theory Quantifiers, ITQ) for time series analysis based on ordinal statistics (Bandt and Pompe (2002) <DOI:10.1103/PhysRevLett.88.174102>). Several distance measures that operate on ordinal pattern distributions, auxiliary functions for ordinal pattern analysis, and generating functions for stochastic and deterministic-chaotic processes for ITQ testing are provided.

Getting started

Package details

AuthorSebastian Sippel [aut, cre], Holger Lange [aut], Fabian Gans [aut]
MaintainerSebastian Sippel <ssippel@bgc-jena.mpg.de>
LicenseGPL-2
Version0.0.1.1000
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Emergent-Epidemics/statcomp")
Emergent-Epidemics/statcomp documentation built on Oct. 30, 2019, 5:32 p.m.