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CNLTreg (version 0.1-2)

Complex-Valued Wavelet Lifting for Signal Denoising

Description

Implementations of recent complex-valued wavelet shrinkage procedures for smoothing irregularly sampled signals, see Hamilton et al (2018) .

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Version

Install

install.packages('CNLTreg')

Monthly Downloads

231

Version

0.1-2

License

GPL-2

Maintainer

Matt Nunes

Last Published

July 18th, 2018

Functions in CNLTreg (0.1-2)

orthpredfilters

Computes orthogonal filters
denoisepermC

Denoises a signal using the complex-valued lifting transform and multivariate soft thresholding
cnlt.reg

Performs 'nondecimated' complex-valued wavelet lifting for signal denoising
mthreshC

Function to perform 'multiwavelet style' level-dependent soft thresholding for complex-valued wavelet coefficients
denoisepermCh

Denoises a signal using the complex-valued lifting transform and multivariate soft thresholding and heteroscedastic variance computation
fwtnppermC

Forward complex wavelet lifting transform
CNLTreg-package

CNLTreg