unbalhaar: Function estimation via Unbalanced Haar wavelets

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The package implements top-down and bottom-up algorithms for nonparametric function estimation in Gaussian noise using Unbalanced Haar wavelets.

Author
Piotr Fryzlewicz
Date of publication
2012-10-29 08:59:57
Maintainer
Piotr Fryzlewicz <p.fryzlewicz@lse.ac.uk>
License
GPL-2
Version
2.0

View on CRAN

Man pages

best.unbal.haar
Best top-down Unbalanced Haar decomposition
best.unbal.haar.bu
Best bottom-up Unbalanced Haar decomposition
hard.thresh
Hard thresholding of a top-down Unbalanced Haar decomposition
hard.thresh.bu
Hard thresholding of a bottom-up Unbalanced Haar...
inner.prod.iter
Inner products with Unbalanced Haar wavelets
inner.prod.max
Unbalanced Haar wavelet which maximises the inner product
inner.prod.max.p
Unbalanced Haar wavelet which maximises the inner product
med
Median
reconstr
Reconstruct a top-down Unbalanced Haar decomposition
reconstr.bu
Reconstruct a bottom-up Unbalanced Haar decomposition
uh
Denoising via top-down Unbalanced Haar
uh.bu
Denoising via bottom-up Unbalanced Haar
unbalhaar-package
Function estimation via Unbalanced Haar wavelets
unbal.haar.vector
Unbalanced Haar vector

Files in this package

unbalhaar
unbalhaar/NAMESPACE
unbalhaar/man
unbalhaar/man/unbal.haar.vector.Rd
unbalhaar/man/best.unbal.haar.bu.Rd
unbalhaar/man/inner.prod.iter.Rd
unbalhaar/man/reconstr.Rd
unbalhaar/man/med.Rd
unbalhaar/man/inner.prod.max.p.Rd
unbalhaar/man/inner.prod.max.Rd
unbalhaar/man/uh.bu.Rd
unbalhaar/man/hard.thresh.bu.Rd
unbalhaar/man/unbalhaar-package.Rd
unbalhaar/man/uh.Rd
unbalhaar/man/best.unbal.haar.Rd
unbalhaar/man/hard.thresh.Rd
unbalhaar/man/reconstr.bu.Rd
unbalhaar/DESCRIPTION
unbalhaar/MD5
unbalhaar/R
unbalhaar/R/best.unbal.haar.R
unbalhaar/R/unbal.haar.vector.R
unbalhaar/R/best.unbal.haar.bu.R
unbalhaar/R/reconstr.R
unbalhaar/R/inner.prod.max.p.R
unbalhaar/R/reconstr.bu.R
unbalhaar/R/uh.bu.R
unbalhaar/R/hard.thresh.bu.R
unbalhaar/R/hard.thresh.R
unbalhaar/R/uh.R
unbalhaar/R/inner.prod.max.R
unbalhaar/R/inner.prod.iter.R
unbalhaar/R/med.R