Package: WSwavelet
Type: Package
Title: Bayesian Wavelet Denoising with Wendland-Semicircle Slab Mixture
Version: 0.1.0
Date: 2026-09-12
Authors@R: person("Nilotpal", "Sanyal", role = c("aut", "cre"), email = "nsanyal@utep.edu")
Maintainer: Nilotpal Sanyal <nsanyal@utep.edu>
Description: Bayesian wavelet denoising using a resolution-adaptive spike-and-slab prior whose continuous slab is a mixture of a compactly supported Wendland-type density and the semicircle density. The package provides Gaussian and Laplace working-likelihood versions, empirical-Bayes fitting of resolution-specific slab weights, robust noise-scale estimation, posterior-mean coefficient shrinkage, reconstruction by the inverse discrete wavelet transform, and diagnostic tools.
License: GPL-2 | GPL-3
URL: https://nilotpalsanyal.github.io/WSwavelet/
BugReports: https://github.com/nilotpalsanyal/WSwavelet/issues
Depends: R (>= 4.1.0)
Imports: wavethresh
Suggests: testthat (>= 3.0.0), knitr
VignetteBuilder: knitr
Config/testthat/edition: 3
Encoding: UTF-8
NeedsCompilation: no
Repository: CRAN
Packaged: 2026-09-12 20:51:20 UTC; nsanyal
Author: Nilotpal Sanyal [aut, cre]
Date/Publication: 2026-09-23 02:40:09 UTC
Built: R 4.5.2; ; 2026-09-23 03:58:12 UTC; unix
