Monte Carlo Goodness-of-Fit Tests for Stochastic Block Models

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Documentation for package ‘GoodFitSBM’ version 0.0.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

get_mle_BetaSBM	Maximum Likelihood Estimation of edge probabilities between blocks of a graph, under beta-SBM
get_mle_ERSBM	Maximum Likelihood Estimation of edge probabilities between blocks of a graph, under ERSBM
goftest_BetaSBM	Monte Carlo goodness-of-fit test for a beta stochastic blockmodel (beta-SBM)
goftest_ERSBM	Monte Carlo goodness-of-fit test for an Erdős-Rényi stochastic blockmodel (ERSBM)
graphchi_BetaSBM	Computation of the chi-square test statistic for goodness-of-fit, under beta-SBM
graphchi_ERSBM	Computation of the chi-square test statistic for goodness-of-fit, under ERSBM
sample_a_move_BetaSBM	Sampling a graph through a Markov move (basis) for beta-SBM
sample_a_move_ERSBM	Sampling a graph through a Markov move (basis) for ERSBM
zachary	Zachary Karate Club Data