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latentnet (version 2.11.0)

Latent Position and Cluster Models for Statistical Networks

Description

Fit and simulate latent position and cluster models for statistical networks. See Krivitsky and Handcock (2008) and Krivitsky, Handcock, Raftery, and Hoff (2009) .

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Version

Install

install.packages('latentnet')

Monthly Downloads

1,237

Version

2.11.0

License

GPL-3 + file LICENSE

Maintainer

Pavel N. Krivitsky

Last Published

February 19th, 2024

Functions in latentnet (2.11.0)

gof.ergmm

Conduct Goodness-of-Fit Diagnostics on a Exponential Family Random Graph Mixed Model Fit
rreceiver-ergmTerm

Random receiver effect
rsender-ergmTerm

Random sender effect
predict.ergmm

Predicted Dyad Values for an ERGMM.
receivercov-ergmTerm

Receiver covariate effect
rsociality-ergmTerm

Random sociality effect
sendercov-ergmTerm

Sender covariate effect
summary.ergmm

ERGMM Fit Summaries
merge.ergmm

Merge two or more replications of ERGMM fits
plot.ergmm

Plotting Method for class ERGMM
tribes

Read Highland Tribes
simulate.ergmm

Draw from the distribution of an Exponential Random Graph Mixed Model
socialitycov-ergmTerm

Sociality covariate effect
davis

Southern Women Data Set (Davis) as a bipartite ``network'' object
Intercept-ergmTerm

Intercept
ergmm

Fit a Latent Space Random Graph Model
ergmm-families

Edge Weight Distribution Families
ergmm-class

Class of Fitted Exponential Random Graph Mixed Models
as.mcmc.list.ergmm

Convert an ERGMM Object to an MCMC list object for Diagnostics.
euclidean2-ergmTerm

Squared euclidean distance latent space, with optional clustering
ergmm.prior

Auxiliary for Setting the ERGMM Prior
control.ergmm

Auxiliary for Controlling ERGMM Fitting
bilinear-ergmTerm

Bilinear (inner-product) latent space, with optional clustering
ergmm.drawpie

Draw a pie chart at a specified location.
loopcov-ergmTerm

Covariate effect on self-loops
ergmm.par.list

A List of ERGMM Parameter Configuration
loops-ergmTerm

Self-loops
euclidean-ergmTerm

Euclidean distance latent space, with optional clustering
mcmc.diagnostics.ergmm

Conduct MCMC diagnostics on an ERGMM fit
latentcov-ergmTerm

Edge covariates for the latent model
loopfactor-ergmTerm

Factor attribute effect on self-loops
latentnet-package

latentnet: Latent Position and Cluster Models for Statistical Networks