AttributedSBM Objective: This function is for fitting the attributed stochastic block model to a network with multiple continuous attributes. Last Edited: July 8, 2018 For bugs: Please contact NatalieStanley1318@gmail.com #Implementation details: Tested in R version 3.4.3 Dependencies:igraph and mvtnorm
Network: An NxN adjaceny matrix. It can be sparse
Attribute Mat: NxP vector of attributes, where p is the number of attributes you have
Prob: An indicator for wheether your attributes represent a probability of being in each of p communities. Use 0 if your attributes are not probabilities.
Outputs: A list object with entries $Comm: Node to community assignment
$SBMProb: SBM probability parameters (between community probability matrix)
$Mean: The mean of the Gaussian describing each community. This is a list object with each entry corresponding to the community of the index.
$Cov: The covariance matrix describing each community. This is a list object with each entry corresponding to the community of the index.