Learn R Programming
⚠️There's a newer version (4.9.0) of this package.Take me there.

ergm (version 2.3)

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

6,854

Version

2.3

License

GPL-3 + file LICENSE

Maintainer

David Hunter

Last Published

February 3rd, 2011

Functions in ergm (2.3)

Getting.Started

Getting Started with "ergm": Fit, simulate and diagnose exponential-family models for networks
faux.magnolia.high

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

ANOVA for Linear Model Fits
ergm-terms

Terms used in Exponential Family Random Graph Models
ecoli

Two versions of an E. Coli network dataset
florentine

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

Return edgelist in standard ergm format
ergm-internal

Internal ergm Objects
is.inCH

Determine whether a vector is in the closure of the convex hull of some sample of vectors
control.gof

Auxiliary for Controlling ERGM Goodness-of-Fit Evaluation
san

Use Simulated Annealing to attempt to match a network to a vector of mean statistics
ergmMPLE

ERGM Predictors and response for logistic regression calculation of MPLE
summary.statistics

Calculation of network or graph statistics
flobusiness

Florentine Family Business Ties Data as a ``network" object
summary.ergm

Summarizing ERGM Model Fits
mcmc.diagnostics.ergm

Conduct MCMC diagnostics on an ergm fit
ergm

Exponential Family Random Graph Models
ergmuserterms-package

Add Statistics Terms for the 'ergm' Package
print.ergm

Exponential Random Graph Models
as.network.numeric

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

Extract Model Coefficients
samplk

Longitudinal networks of positive affection within a monastery as a ``network" object
sampson

Cumulative network of positive affection within a monastery as a ``network" object
control.simulate

Auxiliary for Controlling ERGM Simulation
ergm-package

Fit, Simulate and Diagnose Exponential-Family Models for Networks
control.san

Auxiliary for Controlling SAN
network.update

Replaces the sociomatrix in a network object
control.ergm

Auxiliary for Controlling ERGM Fitting
molecule

Synthetic network with 20 nodes and 28 edges
wtd.median

Weighted Median
summary.gofobject

Summaries the Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model
flomarriage

Florentine Family Marriage Ties Data as a ``network" object
g4

Goodreau's four node network as a ``network" object
faux.mesa.high

Goodreau's Faux Mesa High School as a network object
gof

Conduct Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Model
simulate.ergm

Draw from the distribution of an Exponential Family Random Graph Model
plot.ergm

Plotting Method for class ergm
plot.gofobject

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