scalefree {rope}

A simulated data set for a scale-free network of 200 nodes

Description

The data set contains 175 observations for each node, the true network structure dat was used to generate data and edge presence counts from glasso over 100 bootstraps.

Usage

scalefree

Format

A list containing:

x

A matrix of 175 observations (rows) for 200 variabels (columns)

g

The generating network structure (as a vector)

B

100, the number of bootstraps used when counting edge presence

lambda

The range of penalization used for glasso (the first 9 generate U-shaped histograms)

W

A matrix of length(lambda) rows and 200*199/2 columns containing presence counts for each edge and each level of penalization

Wlist

A list of length(lamdba) containing matrices of size 200 by 200, the data in W but in an alternative format

gmatrix

A 200 by 200 matrix, the data in g but in an alternative format