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latentnet (version 2.0)

Latent position and cluster models for statistical networks

Description

A package to fit and simulate latent position and cluster models for statistical networks.

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Version

Install

install.packages('latentnet')

Monthly Downloads

927

Version

2.0

License

GPL-3, with Section 7 attribution requirements (see LICENSE)

Maintainer

Pavel N Krivitsky

Last Published

February 19th, 2024

Functions in latentnet (2.0)

ergmm.par.object

An ERGMM Parameter Configuration
as.mcmc.list.ergmm

Convert an ERGMM Object to an MCMC list object for Diagnostics.
mcmc.diagnostics.ergmm

Conduct MCMC diagnostics on an ERGMM fit
ergmm.object

Class of Fitted Exponential Random Graph Mixed Models
plot.ergmm

Plotting Method for class ERGMM
simulate

Draw from the distribution of an Exponential Random Graph Mixed Model
predict.ergmm

Predicted Dyad Values for an ERGMM.
summary.ergmm

ERGMM Fit Summaries
sociomatrix

Return the sociomatrix corresponding to a network object
tribes

Read Highland Tribes
latentnet

Latent position and cluster models for networks
families.ergmm

Edge Weight Distribution Families
sampson

Cumulative network of positive affection within a monastery as a ``network'' object
ergmm.par.list.object

A List of ERGMM Parameter Configuration
terms.ergmm

Model Terms for Latent Space Random Graph Model
ergmm

Fit a Latent Space Random Graph Model
latentnet-internal

Internal latentnet Objects
gof

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

Auxiliary for Controlling ERGMM Fitting