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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

2,262

Version

3.6.1

License

GPL-3 + file LICENSE

Maintainer

Pavel N Krivitsky

Last Published

June 12th, 2019

Functions in tergm (3.6.1)

control.tergm.godfather

Control parameters for tergm.godfather().
impute.network.list

Impute missing dyads in a series of networks
ergm-terms

Temporally-Sensitive Terms used in Exponential Family Random Graph Models
ergm-constraints

Formation and Dissolution Constraints for Exponential Family Random Graph Models
tergm-package

Fit, Simulate and Diagnose Dynamic Network Models derived from Exponential-Family Random Graph Models
stergm-internal

Internal tergm Objects
simulate.stergm

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

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

A logLik method for stergm.
stergm_MCMC_sample

Collects a sample of networks and returns the formation and dissolution statistics of each sample
coef.stergm

Separable Temporal Exponential Family Random Graph Models
control.stergm

Auxiliary for Controlling Separable Temporal ERGM Fitting
tergm_proposals

Metropolis-Hastings Proposal Methods for TERGM MCMC
tergm.godfather

A function to apply a given series of changes to a network.
control.simulate.network

Auxiliary for Controlling Separable Temporal ERGM Simulation
tergm-deprecated

Functions that will no longer be supported in future releases of the package
summary_formula.networkDynamic

Calculation of networkDynamic statistics.
gof.stergm

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