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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.

copied from cf-post-staging / r-ebayesthresh
Type Size Name Uploaded Downloads Labels
conda 774.4 kB | noarch/r-ebayesthresh-1.4_12-r44hc72bb7e_1007.conda  8 days and 15 hours ago 54 main
conda 772.6 kB | noarch/r-ebayesthresh-1.4_12-r45hc72bb7e_1007.conda  8 days and 15 hours ago 54 main
conda 773.4 kB | noarch/r-ebayesthresh-1.4_12-r44hc72bb7e_1006.conda  1 year and 2 months ago 995 main
conda 770.8 kB | noarch/r-ebayesthresh-1.4_12-r43hc72bb7e_1006.conda  1 year and 2 months ago 1030 main
conda 771.4 kB | noarch/r-ebayesthresh-1.4_12-r42hc72bb7e_1005.conda  2 years and 3 months ago 1424 main
conda 770.0 kB | noarch/r-ebayesthresh-1.4_12-r43hc72bb7e_1005.conda  2 years and 3 months ago 1434 main
conda 825.0 kB | noarch/r-ebayesthresh-1.4_12-r41hc72bb7e_1004.tar.bz2  2 years and 11 months ago 1782 main
conda 821.5 kB | noarch/r-ebayesthresh-1.4_12-r42hc72bb7e_1004.tar.bz2  2 years and 11 months ago 1754 main
conda 824.4 kB | noarch/r-ebayesthresh-1.4_12-r41hc72bb7e_1003.tar.bz2  4 years and 3 months ago 2430 main
conda 821.2 kB | noarch/r-ebayesthresh-1.4_12-r40hc72bb7e_1003.tar.bz2  4 years and 3 months ago 2492 main
conda 822.0 kB | noarch/r-ebayesthresh-1.4_12-r36h6115d3f_1003.tar.bz2  5 years and 4 months ago 3294 main
conda 820.3 kB | noarch/r-ebayesthresh-1.4_12-r40h6115d3f_1003.tar.bz2  5 years and 4 months ago 3296 main
conda 819.0 kB | noarch/r-ebayesthresh-1.4_12-r35h6115d3f_1002.tar.bz2  6 years and 2 months ago 4092 main cf202003
conda 821.5 kB | noarch/r-ebayesthresh-1.4_12-r36h6115d3f_1002.tar.bz2  6 years and 2 months ago 4130 main cf202003
conda 820.0 kB | noarch/r-ebayesthresh-1.4_12-r351h6115d3f_1001.tar.bz2  6 years and 10 months ago 4765 main cf202003 gcc7 cf201901
conda 803.8 kB | win-64/r-ebayesthresh-1.4_12-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 1724 main cf202003 cf201901
conda 827.4 kB | win-64/r-ebayesthresh-1.4_12-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 1723 main cf202003 cf201901
conda 797.8 kB | osx-64/r-ebayesthresh-1.4_12-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 363 main cf202003 cf201901
conda 818.0 kB | osx-64/r-ebayesthresh-1.4_12-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 362 main cf202003 cf201901
conda 795.1 kB | linux-64/r-ebayesthresh-1.4_12-r341h6115d3f_1.tar.bz2  6 years and 11 months ago 5079 main cf202003 cf201901
conda 821.1 kB | linux-64/r-ebayesthresh-1.4_12-r351h6115d3f_1.tar.bz2  6 years and 11 months ago 5051 main cf202003 cf201901
conda 794.7 kB | osx-64/r-ebayesthresh-1.4_12-r3.4.1_0.tar.bz2  7 years and 9 months ago 1289 main cf202003 cf201901
conda 794.1 kB | osx-64/r-ebayesthresh-1.4_12-r3.3.2_0.tar.bz2  7 years and 9 months ago 1229 main cf202003 cf201901
conda 805.7 kB | win-64/r-ebayesthresh-1.4_12-r3.3.2_0.tar.bz2  7 years and 9 months ago 2761 main cf202003 cf201901
conda 805.4 kB | win-64/r-ebayesthresh-1.4_12-r3.4.1_0.tar.bz2  7 years and 9 months ago 2819 main cf202003 cf201901

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