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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.

Functions (18)

control.simulate.stergm

Auxiliary for Controlling Separable Temporal ERGM Simulation

control.stergm

Auxiliary for Controlling Separable Temporal ERGM Fitting

control.tergm.godfather

Control parameters for tergm.godfather().

ergm-constraints

Formation and Dissolution Constraints for Exponential Family Random Graph Models

ergm-proposals

Metropolis-Hastings Proposal Methods for TERGM MCMC

ergm-terms

Temporally-Sensitive Terms used in Exponential Family Random Graph Models

gof.stergm

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

impute.network.list

Impute missing dyads in a series of networks

logLik.stergm

A logLik method for stergm.

mcmc.diagnostics.stergm

Conduct MCMC diagnostics on an ergm or stergm fit

simulate.stergm

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

stergm

Separable Temporal Exponential Family Random Graph Models

stergm_MCMC_sample

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

summary_formula.networkDynamic

Calculation of networkDynamic statistics.

tergm-deprecated

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

tergm-internal

Internal tergm Objects

tergm-package

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

tergm.godfather

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

tergm

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

v3.7.0

GPL-3 + file LICENSE

Authors

Pavel N. Krivitsky [aut, cre] (<https://orcid.org/0000-0002-9101-3362>), Mark S. Handcock [aut, ths], David R. Hunter [ctb], Steven M. Goodreau [ctb, ths], Martina Morris [ctb, ths], Nicole Bohme Carnegie [ctb], Carter T. Butts [ctb], Ayn Leslie-Cook [ctb], Skye Bender-deMoll [ctb], Li Wang [ctb], Kirk Li [ctb], Chad Klumb [ctb]

Initial release

2020-10-15

tergm

Functions (18)

tergm

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