covEB: Empirical Bayes estimate of block diagonal covariance matrices

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.

Package details

AuthorC. Pacini
Bioconductor views Bayesian GeneExpression ImmunoOncology Microarray Preprocessing RNASeq Software StatisticalMethod
MaintainerC. Pacini <clarepacini@gmail.com>
LicenseGPL-3
Version1.16.0
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("covEB")

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covEB documentation built on Nov. 8, 2020, 8:25 p.m.