Estimation of Multivariate Long-Memory Models Parameters


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Documentation for package ‘multiwave’ version 1.4

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multiwave-package Estimation of multivariate long-memory models parameters: memory parameters and long-run covariance matrix (also called fractal connectivity).
brainHCP Time series obtained by an fMRI experiment on the brain
compute_nj Wavelets coefficients utilities
DWTexact Exact discrete wavelet decomposition
fivarma simulation of FIVARMA process
K_eval Evaluation of function K
mfw multivariate Fourier Whittle estimators
mfw_cov_eval multivariate Fourier Whittle estimators
mfw_eval evaluation of multivariate Fourier Whittle estimator
multiwave Estimation of multivariate long-memory models parameters: memory parameters and long-run covariance matrix (also called fractal connectivity).
mww multivariate wavelet Whittle estimation
mww_cov_eval multivariate wavelet Whittle estimation of the long-run covariance matrix
mww_eval evaluation of multivariate wavelet Whittle estimation
mww_wav multivariate wavelet Whittle estimation for data as wavelet coefficients
mww_wav_cov_eval multivariate wavelet Whittle estimation of the long-run covariance matrix
mww_wav_eval multivariate wavelet Whittle estimation for data as wavelet coefficients
psi_hat_exact discrete Fourier transform of the wavelet
scaling_filter wavelet scaling filter coefficients
scaling_function scaling function and the wavelet function
toeplitz_nonsym Transform a vector in a non symmetric Toeplitz matrix
varma simulation of multivariate ARMA process
vfracdiff simulation of vector fractional differencing process