CRAN/E | CovCombR

CovCombR

Combine Partial Covariance / Relationship Matrices

Installation

About

Combine partial covariance matrices using a Wishart-EM algorithm. Methods are described in the November 2019 article by Akdemir et al. . It can be used to combine partially overlapping covariance matrices from independent trials, partially overlapping multi-view relationship data from genomic experiments, partially overlapping Gaussian graphs described by their covariance structures. High dimensional covariance estimation, multi-view data integration. high dimensional covariance graph estimation.

Citation CovCombR citation info

Key Metrics

Version 1.0
R ≥ 3.5.0
Published 2020-01-18 1547 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks CovCombR results

Downloads

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Maintainer

Maintainer

Deniz Akdemir

deniz.akdemir.work@gmail.com

Authors

Deniz Akdemir
Mohamed Somo
Julio Isidro Sanchez

Material

README
Reference manual
Package source

Vignettes

Combining partial genomic relationship matrices using CovCombR package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0

Imports

Matrix
nlme
CholWishart

Suggests

knitr
plyr
spcov
qgraph
igraph