Inference of Causal Links Between a Network and an External Variable
Convert network graphs to edge tables as tibbles/data.frames.
Classification options for direct, ambigious, and no effect.
Compute model estimates between an external (exposure or outcome) vari...
Create an estimate of the metabolic network as an undirected graph.
Standardize the metabolic variables.
NetCoupler: Inference of Causal Links Between a Network and an Externa...
Estimate the undirected graph of the metabolic data.
Pipe operator
Objects exported from other packages
The 'NetCoupler' algorithm identifies potential direct effects of correlated, high-dimensional variables formed as a network with an external variable. The external variable may act as the dependent/response variable or as an independent/predictor variable to the network.
Useful links