Collaborative Graphical Lasso - Multi-Omics Network Reconstruction
Build multiple networks and select the best one from a multi-omics dat...
coglasso: Collaborative Graphical Lasso - Multi-Omics Network Reconstr...
Estimate networks from a multi-omics data set
Extract a coglasso network
Extract a coglasso partial correlation matrix
Plot selected coglasso networks
Select the best coglasso network
Stability selection of the best coglasso network
Efficient stability selection of the best coglasso network
Stability selection of the best coglasso network
Reconstruct networks from multi-omics data sets with the collaborative graphical lasso (coglasso) algorithm described in Albanese, A., Kohlen, W., and Behrouzi, P. (2024) <doi:10.48550/arXiv.2403.18602>. Use the main wrapper function `bs()` to build and select a multi-omics network.
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