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vectorwavelet (version 0.1.0)

Vector Wavelet Coherence for Multiple Time Series

Description

New wavelet methodology (vector wavelet coherence) (Oygur, T., Unal, G, 2020 ) to handle dynamic co-movements of multivariate time series via extending multiple and quadruple wavelet coherence methodologies. This package can be used to perform multiple wavelet coherence, quadruple wavelet coherence, and n-dimensional vector wavelet coherence analyses.

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Install

install.packages('vectorwavelet')

Monthly Downloads

124

Version

0.1.0

License

GPL (>= 2)

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Maintainer

Tunc Oygur

Last Published

January 13th, 2021

Functions in vectorwavelet (0.1.0)

n.check.datum

Helper function
vwc

Compute n-dimensional vector wavelet coherence
ar1nv

AR1NV - Estimate the parameters for an AR(1) model
plot.vectorwavelet

Plot vectorwavelet objects
n.check.data

Check the format of multivariate time series
qmwc

Compute quadruple wavelet coherence
mwc

Compute multiple wavelet coherence
vectorwavelet-package

Vector wavelet coherence for multiple time series