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unbalhaar (version 2.1)

Function Estimation via Unbalanced Haar Wavelets

Description

Top-down and bottom-up algorithms for nonparametric function estimation in Gaussian noise using Unbalanced Haar wavelets.

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Version

Install

install.packages('unbalhaar')

Monthly Downloads

260

Version

2.1

License

GPL-2

Maintainer

Piotr Fryzlewicz

Last Published

April 19th, 2022

Functions in unbalhaar (2.1)

inner.prod.max.p

Unbalanced Haar wavelet which maximises the inner product
inner.prod.iter

Inner products with Unbalanced Haar wavelets
reconstr

Reconstruct a top-down Unbalanced Haar decomposition
inner.prod.max

Unbalanced Haar wavelet which maximises the inner product
reconstr.bu

Reconstruct a bottom-up Unbalanced Haar decomposition
best.unbal.haar

Best top-down Unbalanced Haar decomposition
best.unbal.haar.bu

Best bottom-up Unbalanced Haar decomposition
unbal.haar.vector

Unbalanced Haar vector
unbalhaar-package

Function estimation via Unbalanced Haar wavelets
uh.bu

Denoising via bottom-up Unbalanced Haar
uh

Denoising via top-down Unbalanced Haar
hard.thresh.bu

Hard thresholding of a bottom-up Unbalanced Haar decomposition
hard.thresh

Hard thresholding of a top-down Unbalanced Haar decomposition
med

Median