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latentnet

Latent Position and Cluster Models for Statistical Networks

Fit and simulate latent position and cluster models for statistical networks. See Krivitsky and Handcock (2008) <10.18637/jss.v024.i05> and Krivitsky, Handcock, Raftery, and Hoff (2009) <10.1016/j.socnet.2009.04.001>.

Functions (19)

as.mcmc.list.ergmm

Convert an ERGMM Object to an MCMC list object for Diagnostics.

control.ergmm

Auxiliary for Controlling ERGMM Fitting

davis

Southern Women Data Set (Davis) as a bipartite “network” object

ergmm

Fit a Latent Space Random Graph Model

ergmm-class

Class of Fitted Exponential Random Graph Mixed Models

ergmm-families

Edge Weight Distribution Families

ergmm-terms

Model Terms for Latent Space Random Graph Model

ergmm.drawpie

Draw a pie chart at a specified location.

ergmm.par.list

A List of ERGMM Parameter Configuration

ergmm.prior

Auxiliary for Setting the ERGMM Prior

gof.ergmm

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

latentnet-package

Latent position and cluster models for networks

mcmc.diagnostics.ergmm

Conduct MCMC diagnostics on an ERGMM fit

merge.ergmm

Merge two or more replications of ERGMM fits

plot.ergmm

Plotting Method for class ERGMM

predict.ergmm

Predicted Dyad Values for an ERGMM.

simulate.ergmm

Draw from the distribution of an Exponential Random Graph Mixed Model

summary.ergmm

ERGMM Fit Summaries

tribes

Read Highland Tribes

latentnet

Latent Position and Cluster Models for Statistical Networks

v2.10.5

GPL-3 + file LICENSE

Authors

Pavel N. Krivitsky [aut, cre] (<https://orcid.org/0000-0002-9101-3362>), Mark S. Handcock [aut], Susan M. Shortreed [ctb], Jeremy Tantrum [ctb], Peter D. Hoff [ctb], Li Wang [ctb], Kirk Li [ctb], Jake Fisher [ctb], Jordan T. Bates [ctb]

Initial release

2020-03-20

latentnet

Functions (19)

latentnet

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