Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks

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Documentation for package ‘bigergm’ version 1.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

ari	Compute the adjusted rand index (ARI) between two clusterings
bali	Bali terrorist network
bigergm	bigergm: Exponential-family random graph models for large networks with local dependence
bunt	Van de Bunt friendship network
est_between	Estimate between-block parameters
est_within	Estimate a within-block network model.
get_between_networks	Obtain the between-block networks defined by the block attribute.
get_within_networks	Obtain the within-block networks defined by the block attribute.
gof.bigergm	Conduct Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model for big networks
kapferer	Kapferer collaboration network
plot.bigergm	Plot the network with the found clusters
py_dep	Install optional Python dependencies for bigergm
reed	A network of friendships between students at Reed College.
rice	A network of friendships between students at Rice University.
simulate.bigergm	Simulate networks under Exponential Random Graph Models (ERGMs) under local dependence
simulate_bigergm	Simulate networks under Exponential Random Graph Models (ERGMs) under local dependence
state_twitter	Twitter (X) network of U.S. state legislators
toyNet	A toy network to play 'bigergm' with.
yule	Compute Yule's Phi-coefficient