SBM.estimate: estimates SBM parameters given community labels

Description Usage Arguments Details Value Author(s) References See Also Examples

View source: R/RCode.R

Description

estimates SBM parameters given community labels

Usage

1

Arguments

A

adjacency matrix

g

a vector of community labels

Details

maximum likelhood is used

Value

a list of

B

estimated block connection probability matrix

Phat

estimated probability matrix

g

community labels

Author(s)

Tianxi Li, Elizaveta Levina, Ji Zhu
Maintainer: Tianxi Li tianxili@virginia.edu

References

B. Karrer and M. E. Newman. Stochastic blockmodels and community structure in networks. Physical Review E, 83(1):016107, 2011.

See Also

DCSBM.estimate

Examples

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dt <- BlockModel.Gen(30,300,K=3,beta=0.2,rho=0)


A <- dt$A


sc <- reg.SP(A,K=3,lap=TRUE)
sbm <- SBM.estimate(A,sc$cluster)
sbm$B

randnet documentation built on June 8, 2021, 9:07 a.m.