TransitionGraphs: Calculates the transition graph of ordinal pattern for the...

In EduardaChagas/NATS_package: Nonparametric Analysis of Time Series

Description

Calculates the transition graph of ordinal pattern for the given time series

Usage

TransitionGraphs(series, dimension, delay)

Arguments

series	A numeric vector (e.g. a time series)
dimension	Dimension size of ordinal patterns
delay	Size of the embedding delay of ordinal patterns

Value

A numeric matrix containing the graph

Author(s)

Eduarda Chagas

References

Borges, João B., et al. "Learning and distinguishing time series dynamics via ordinal patterns transition graphs." Applied Mathematics and Computation 362 (2019): 124554.

Examples

set.seed(123, kind = "Mersenne-Twister")
x <- runif(110000)
d <- 3
del <- 1
TransitionGraphs(series = x, dimension = d, delay = del)

EduardaChagas/NATS_package documentation built on June 20, 2021, 4:39 a.m.