simulateNetworkData: Simulate Network Data

In Sage-Bionetworks/metanetwork: Network meta analysis

Simulate Network Data

Description

This function simulates a gene correlation network and inverse covariance matrix of user determined size.

Usage

simulateNetworkData(n, p, prop, adjustment = 10)

Arguments

n	Required. The number of rows to simulate in the data. These correspond to the number of simulated samples
p	Required. The number of columns to simulate in the data. These correspond to the number of gene features
prop	Required. a value between 0 and 1, corresponding the probability value in the 'rbinom()' adjustment of expression values.
adjustment	Optional. A matrix, vector, or 1D array, or missing. This corresponds to the x vaule in the 'diag()' adjustment of the inverse covariance matrix. (Default = 10)

Value

A list containing a simulated network and the inverse covariance matrix of the simulated network.s

Sage-Bionetworks/metanetwork documentation built on April 27, 2022, 7:42 a.m.