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covEB

This is the released version of covEB; for the devel version, see covEB.

All versions

3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10, 3.9, 3.8, 3.7, 3.6, 3.5, 3.4

Empirical Bayes estimate of block diagonal covariance matrices

DOI: 10.18129/B9.bioc.covEB

Bioconductor version: Release (3.23)

Using bayesian methods to estimate correlation matrices assuming that they can be written and estimated as block diagonal matrices. These block diagonal matrices are determined using shrinkage parameters that values below this parameter to zero.

Author: C. Pacini

Maintainer: C. Pacini <clarepacini at gmail.com>

Citation (from within R, enter citation("covEB")):

C. Pacini. covEB: Empirical Bayes estimate of block diagonal covariance matrices. doi:10.18129/B9.bioc.covEB, R package version 1.38.0, https://bioconductor.org/packages/covEB.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("covEB")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("covEB")

Details

Package Archives

Follow Installation instructions to use this package in your R session.