Collaborative Graphical Lasso - Multi-Omics Network
Reconstruction
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Documentation for package ‘coglasso’ version 1.1.0
Help Pages
| bs | Build multiple networks and select the best one from a multi-omics data set |
| coglasso | Estimate networks from a multi-omics data set |
| get_network | Extract a 'coglasso' network |
| get_pcor | Extract a 'coglasso' partial correlation matrix |
| multi_omics_sd | Multi-omics dataset of sleep deprivation in mouse |
| multi_omics_sd_micro | Multi-omics dataset of sleep deprivation in mouse |
| multi_omics_sd_small | Multi-omics dataset of sleep deprivation in mouse |
| plot.coglasso | Plot selected 'coglasso' networks |
| plot.select_coglasso | Plot selected 'coglasso' networks |
| select_coglasso | Select the best 'coglasso' network |
| xestars | Efficient stability selection of the best 'coglasso' network |
| xstars | Stability selection of the best 'coglasso' network |