NSBMtest {noisysbmGGM}

NoisySBM for test

Description

Example of NoisySBM data

Usage

NSBMtest

Format

dataMatrix

A square matrix containing the observation of the graph

theta

True NSBM parameters

latentZ

True latent clustering

latentAdj

True latent adjacency matrix

Examples

main_noisySBM(NSBMtest$dataMatrix,NIG=TRUE,Qup=10,nbOfZ=1,nbCores=1)

#Note : These data were created using the following instructions
p=50
Q=6
pi=c(1/6,1/6,1/6,1/6,1/6,1/6)
w=c(0.811,0.001,0.001,0.001,0.001,0.001,0.811,0.011,0.001,0.001,0.001,
0.811,0.001,0.001,0.001,0.811,0.001,0.001,0.811,0.011,0.811)
theta=list(pi=pi,w=w,nu0=c(0,1))
theta$nu <- array(0, dim = c(Q*(Q+1)/2, 2))
theta$nu[,1] <- rep(2,21)
theta$nu[,2] <- rep(2,21)
NSBMtest=rnsbm(p,theta)