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tergm: Fit, Simulate and Diagnose Models for Network Evolution Based on Exponential-Family Random Graph Models

An integrated set of extensions to the 'ergm' package to analyze and simulate network evolution based on exponential-family random graph models (ERGM). 'tergm' is a part of the 'statnet' suite of packages for network analysis.

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Version

Install

install.packages('tergm')

Monthly Downloads

2,748

Version

3.4.1

License

GPL-3 + file LICENSE

Maintainer

Pavel N Krivitsky

Last Published

September 12th, 2017

Functions in tergm (3.4.1)

impute.network.list

Impute missing dyads in a series of networks
logLik.stergm

A logLik method for stergm.
ergm-terms

Temporally-Sensitive Terms used in Exponential Family Random Graph Models
gof.stergm

Goodness-of-fit methods for STERGM CMLE and CMPLE fits
stergm-internal

Internal tergm Objects
tergm-package

Fit, Simulate and Diagnose Dynamic Network Models derived from Exponential-Family Random Graph Models
mcmc.diagnostics

Conduct MCMC diagnostics on an ergm or stergm fit
print.stergm

Separable Temporal Exponential Random Graph Models
stergm.getMCMCsample

Collects a sample of networks and returns the formation and dissolution statistics of each sample
summary.statistics.networkDynamic

Calculation of networkDynamic statistics.
control.stergm

Auxiliary for Controlling Separable Temporal ERGM Fitting
ergm-constraints

Formation and Dissolution Constraints for Exponential Family Random Graph Models
simulate.stergm

Draw from the distribution of an Separable Temporal Exponential Family Random Graph Model
stergm

Separable Temporal Exponential Family Random Graph Models
coef.stergm

Extract Model Coefficients
tergm.godfather

A function to apply a given series of changes to a network.
tergm_MH_proposals

Metropolis-Hastings Proposal Methods for TERGM MCMC
control.simulate.stergm

Auxiliary for Controlling Separable Temporal ERGM Simulation