Learn R Programming
⚠️There's a newer version (4.8.1) of this package.Take me there.

ergm (version 2.4-2)

Fit, Simulate and Diagnose Exponential-Family Models for Networks

Description

An integrated set of tools to analyze and simulate networks based on exponential-family random graph models (ERGM). "ergm" is a part of the "statnet" suite of packages for network analysis. For a list of functions type: help(package='ergm')

Copy Link

Version

Install

install.packages('ergm')

Monthly Downloads

6,396

Version

2.4-2

License

GPL-3 + file LICENSE

Maintainer

David Hunter

Last Published

June 15th, 2011

Functions in ergm (2.4-2)

edgelist.ergm

Return edgelist in standard ergm format
control.simulate

Auxiliary for Controlling ERGM Simulation
enformulate.curved

Convert a curved ERGM into a form suitable as initial values for the same ergm.
simulate.ergm

Draw from the distribution of an Exponential Family Random Graph Model
ergm-package

Fit, Simulate and Diagnose Exponential-Family Models for Networks
flobusiness

Florentine Family Business Ties Data as a ``network" object
ecoli

Two versions of an E. Coli network dataset
faux.mesa.high

Goodreau's Faux Mesa High School as a network object
summary.ergm

Summarizing ERGM Model Fits
ergm.bridge.llr

A simple implementation of bridge sampling to evaluate log-likelihood-ratio between two ERGM configurations
sampson

Cumulative network of positive affection within a monastery as a ``network" object
ergmuserterms-package

Add Statistics Terms for the 'ergm' Package
ergm-terms

Terms used in Exponential Family Random Graph Models
summary.statistics

Calculation of network or graph statistics
g4

Goodreau's four node network as a ``network" object
coef.ergm

Extract Model Coefficients
ergm-internal

Internal ergm Objects
as.network.numeric

Create a Simple Random network of a Given Size
ergm.allstats

Calculate all possible vectors of statistics on a network for an ERGM
logLik.ergm

A logLik method for ergm
fix.curved

Convert a curved ERGM into a corresponding ``fixed'' ERGM.
florentine

Florentine Family Marriage and Business Ties Data as a ``network" object
mcmc.diagnostics.ergm

Conduct MCMC diagnostics on an ergm fit
anova.ergm

ANOVA for Linear Model Fits
ergmMPLE

ERGM Predictors and response for logistic regression calculation of MPLE
samplk

Longitudinal networks of positive affection within a monastery as a ``network" object
print.ergm

Exponential Random Graph Models
san

Use Simulated Annealing to attempt to match a network to a vector of mean statistics
is.dyad.independent

Testing for dyad-independence
control.ergm

Auxiliary for Controlling ERGM Fitting
Getting.Started

Getting Started with "ergm": Fit, simulate and diagnose exponential-family models for networks
is.inCH

Determine whether a vector is in the closure of the convex hull of some sample of vectors
molecule

Synthetic network with 20 nodes and 28 edges
plot.gofobject

Plot Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model
gof

Conduct Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model
control.gof

Auxiliary for Controlling ERGM Goodness-of-Fit Evaluation
ergm.bridge.dindstart.llk

Bridge sampling to estiamte log-likelihood of an ERGM, using a dyad-independent ERGM as a staring point.
plot.ergm

Plotting Method for class ergm
ergm.exact

Calculate the exact loglikelihood for an ERGM
wtd.median

Weighted Median
network.update

Replaces the sociomatrix in a network object
summary.gofobject

Summaries the Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model
faux.magnolia.high

Goodreau's Faux Magnolia High School as a network object
ergm

Exponential Family Random Graph Models
flomarriage

Florentine Family Marriage Ties Data as a ``network" object
control.san

Auxiliary for Controlling SAN
kapferer

Kapferer's tailor shop data