generates a network from the given connection probability

Generates an adjacency matrix from a given probability matrix, according independent Bernoulli -- the so-called inhomogeneous Erdos-Renyi model. It is used to generate new networks from a given model.

Usage

gen.A.from.P(P, undirected = TRUE)

Arguments

P

connection probability between nodes

undirected

logic value. FALSE (default) if the network is undirected, so the adjacency matrix will be symmetric with only upper diagonal entries being generated as independent Bernoulli.

Value

An adjacency matrix

References

Tianxi Li, Lihua Lei, Sharmodeep Bhattacharyya, Purnamrita Sarkar, Peter Bickel, and Elizaveta Levina. Hierarchical community detection by recursive partitioning. arXiv:1810.01509

Author

Tianxi Li, Lihua Lei, Sharmodeep Bhattacharyya, Purnamrita Sarkar, Peter Bickel, and Elizaveta Levina.

Maintainer: Tianxi Li <tianxili@virginia.edu>