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

## Documentation for package ‘bigergm’ version 1.2.4

- 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