Function reference • bigergm

All functions

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