plot.regnet: plot a regnet object

In regnet: Network-Based Regularization for Generalized Linear Models

plot a regnet object

Description

plot the network structures of the identified genetic variants.

Usage

## S3 method for class 'regnet'
plot(x, subnetworks=FALSE, vsize=10, labelDist=2, minVertices=2, theta=5, ...)

Arguments

x	a regnet object.
subnetworks	whether to plot sub-networks
vsize	the size of the vertex
labelDist	the distance of the label from the center of the vertex.
minVertices	the minimum number of vertices a sub-network should contain.
theta	the multiplier for the width of the edge. Specifically, edge.width=θ\times adjacency. The default is 5.
...	other plot arguments

Details

This function depends on the "igraph" package in generating the network graphs. It returns a (list of) igraph object(s), on which users can do further modification on the network graphs.

Value

an object of class "igraph" is returned in default. When subnetworks=TRUE, a list of "igraph" objects (sub-networks) is returned.

See Also

regnet

Examples

data(ContExample)
X = rgn.tcga$X
Y = rgn.tcga$Y
clv = (1:2)
fit = regnet(X, Y, "continuous", "network", rgn.tcga$lamb1, rgn.tcga$lamb2, clv =clv, alpha.i=0.5)

plot(fit)
plot(fit, subnetworks = TRUE, vsize=20, labelDist = 3, theta = 5)

regnet documentation built on Aug. 18, 2022, 5:07 p.m.