Estimation and Fit Diagnostics for Generalized Exponential Random Graph Models

Documentation for package ‘GERGM’ version 0.10.0

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_plot	A Function generate edge prediction plots.
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
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.
Trace_Plot	Generate trace plot of network density from a GERGM object.