CovCombR
Combine Partial Covariance / Relationship Matrices
Combine partial covariance matrices using a Wishart-EM algorithm. Methods are described in the November 2019 article by Akdemir et al. https://www.biorxiv.org/content/10.1101/857425v1. 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.
- Version1.0
- R version≥ 3.5.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- CovCombR citation info
- Last release01/18/2020
Documentation
Team
Deniz Akdemir
Mohamed Somo
Show author detailsRolesAuthorJulio Isidro Sanchez
Show author detailsRolesAuthor
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- Imports3 packages
- Suggests5 packages