The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Empirical Bayes thresholding using the methods developed by I. M. Johnstone and B. W. Silverman. The basic problem is to estimate a mean vector given a vector of observations of the mean vector plus white noise, taking advantage of possible sparsity in the mean vector. Within a Bayesian formulation, the elements of the mean vector are modelled as having, independently, a distribution that is a mixture of an atom of probability at zero and a suitable heavy-tailed distribution. The mixing parameter can be estimated by a marginal maximum likelihood approach. This leads to an adaptive thresholding approach on the original data. Extensions of the basic method, in particular to wavelet thresholding, are also implemented within the package.
| Version: | 1.4-12 |
| Imports: | stats, wavethresh |
| Suggests: | testthat, knitr, rmarkdown, dplyr, ggplot2 |
| Published: | 2017-08-08 |
| DOI: | 10.32614/CRAN.package.EbayesThresh |
| Author: | Bernard W. Silverman [aut], Ludger Evers [aut], Kan Xu [aut], Peter Carbonetto [aut, cre], Matthew Stephens [aut] |
| Maintainer: | Peter Carbonetto <peter.carbonetto at gmail.com> |
| BugReports: | https://github.com/stephenslab/EbayesThresh/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/stephenslab/EbayesThresh |
| NeedsCompilation: | no |
| In views: | Bayesian |
| CRAN checks: | EbayesThresh results |
| Reference manual: | EbayesThresh.pdf |
| Vignettes: |
EbayesThresh |
| Package source: | EbayesThresh_1.4-12.tar.gz |
| Windows binaries: | r-devel: EbayesThresh_1.4-12.zip, r-release: EbayesThresh_1.4-12.zip, r-oldrel: EbayesThresh_1.4-12.zip |
| macOS binaries: | r-release (arm64): EbayesThresh_1.4-12.tgz, r-oldrel (arm64): EbayesThresh_1.4-12.tgz, r-release (x86_64): EbayesThresh_1.4-12.tgz, r-oldrel (x86_64): EbayesThresh_1.4-12.tgz |
| Old sources: | EbayesThresh archive |
| Reverse depends: | adlift, binhf, CVThresh, GSD, nlt |
| Reverse imports: | icmm, POCRE |
Please use the canonical form https://CRAN.R-project.org/package=EbayesThresh to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.