# Estimation and Fit Diagnostics for Generalized Exponential Random Graph Models

## Documentation for package ‘GERGM’ version 0.13.0

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

## Help Pages

calculate_network_statistics | A Function to estimate calculate (weighted) network statistics
conditional_edge_prediction | A Function to predict edge weights from a GERGM fit object.
conditional_edge_prediction_correlation_plot | A Function generate a scatter plot of observed vs predicted edge values.
conditional_edge_prediction_MSE | A Function to calculate Mean Edgewise MSE to evaluate edge predictions.
conditional_edge_prediction_plot | A Function generate edge prediction plots.
convert_simulated_networks_to_observed_scale | Transforms simulated networks to observed scale. In general, do not use this function.
covariate_data_2005 | GDP and G8 membership data for 17 large countries from 2005.
Estimate_Plot | Generate parameter estimate plot with 95 percent CI's from a GERGM object.
find_example_simulated_network | Find an example simulated network that is the minimum Frobenius distance from the observed network.
gergm | A Function to estimate a GERGM.
GOF | Generate Goodness Of Fit plot from a GERGM object.
hysteresis | A function to automatically generate hysteresis plots for all structural parameter estimates.
hysteresis_plot | Generate hysteresis plots for theta parameter estimates
lending_2005 | Logged international lending volumes for 17 large countries from 2005.
net_exports_2005 | Normalized net exports between 17 large countries from 2005.
parallel_gergm | A Function to estimate a number of GERGMs in parallel, each with its own equation.
plot_network | Plots of value-edged networks.
simulate_networks | A Function to simulate networks from a GERGM with given theta parameters.
Thin_Statistic_Samples | A function to thin out simulated GOF statistics so that they have an MCMC autocorrelation of less tahn 0.01.
Trace_Plot | Generate trace plot of network density from a GERGM object.