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Package: ordinalpatterns
Type: Package
Title: Ordinal Patterns Transformations
Version: 0.2.5
Date: 2026-02-26
Authors@R:
c(person("Joao", "Borges", role = c("aut", "cre"), email =
"joao.borges@ufrn.br", comment = c(ORCID = "0000-0001-6497-1613")),
person("Heitor", "Ramos", role = c("aut"), email =
"ramosh@dcc.ufmg.br", comment = c(ORCID = "0000-0003-4523-6466")),
person("Antonio", "Loureiro", role = c("aut"), email =
"loureiro@dcc.ufmg.br", comment = c(ORCID = "0000-0002-5250-1785")))
Description: Provides functions for the Ordinal Patterns Transformations, a
symbolic representation of time series, originally proposed by Bandt and Pompe
(2002, <doi:10.1103/PhysRevLett.88.174102>), that is able to capture the
underlying time series dynamics. This package provides efficient functions,
through implementations in C++ with the Rcpp package, for the main time series
transformation and their derived transformations: the Ordinal Patterns
Probability Distribution, discussed in Rosso et al (2007,
<doi:10.1103/PhysRevLett.99.154102>) and the Ordinal Patterns Transition
Graph, detailed in Borges et al. (2019, <doi:10.1016/j.amc.2019.06.068>).
Functions for extracting information theory measures from these
transformations and for their visualization are also proposed.
License: MIT + file LICENSE
URL: https://github.com/labepi/ordinalpatterns
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Imports:
igraph,
Rcpp (>= 1.0.14)
LinkingTo:
Rcpp
Depends:
R (>= 3.5)
LazyData: true