Package index

Model Estimation

Main estimation functions and controls for fitting joint models of networks and attributes.

iglm()

Construct an iglm Model Specification Object

control.iglm()

Set Control Parameters for iglm Estimation

iglm.object.generator

iglm Objects (R6 Class)

Data Preparation & Setup

Functions and R6 classes to manage network and attribute data.

iglm.data()

Constructor for the iglm.data R6 object

iglm.data_generator

Networks with Unit-Level Attributes (R6 Class)

Model Simulation

Functions to simulate network and attribute outcomes from fitted models.

simulate_iglm()

Simulate Responses and Connections

MCMC Samplers

Sampler configurations and classes for network and attribute variables.

sampler.iglm()

Constructor for a iglm Sampler

sampler.iglm.generator

iglm Sampler Settings (R6 Class)

sampler.net.attr()

Constructor for Single Component Sampler Settings

sampler.net.attr.generator

Single Component Sampler Settings (R6 Class)

Diagnostics & Results

Classes and functions for retrieving results, statistics, and assessment.

results()

Constructor for the results R6 Object

results.generator

iglm Estimation and Simulation Results (R6 Class)

statistics()

Compute Statistics

Model Specification & Custom Terms

Utilities for defining custom terms and analyzing sufficient statistics.

iglm-terms iglm.terms degrees-term edges-term mutual-term cov_z-term cov_z_out-term cov_z_in-term cov_x-term cov_y-term attribute_xy-term attribute_yz-term attribute_xz-term inedges_y-term outedges_y-term inedges_x-term outedges_x-term attribute_x-term attribute_y-term edges_x_match-term edges_y_match-term spillover_yy_scaled-term spillover_xx_scaled-term spillover_yx_scaled-term spillover_xy_scaled-term gwesp-term gwdsp-term gwdegree-term gwidegree-term gwodegree-term spillover_yc_symm-term spillover_xy-term spillover_yc-term spillover_yx-term spillover_yy-term spillover_xx-term transitive-term nonisolates-term isolates-term

Model Specification for iglm Terms

create_userterms_skeleton()

Generate the Skeleton for an R Package to Implement Additional iglm Terms

Datasets

Example network and attribute datasets included in the package.

copenhagen

Copenhagen Network Study

state_twitter

Twitter (X) data list for U.S. state legislators (10-state subset)