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ergm.multi (version 0.2.1.1)

Fit, Simulate and Diagnose Exponential-Family Models for Multiple or Multilayer Networks

Description

A set of extensions for the 'ergm' package to fit multilayer/multiplex/multirelational networks and samples of multiple networks. 'ergm.multi' is a part of the Statnet suite of packages for network analysis. See Krivitsky, Koehly, and Marcum (2020) and Krivitsky, Coletti, and Hens (2023) .

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Install

install.packages('ergm.multi')

Monthly Downloads

2,610

Version

0.2.1.1

License

GPL-3 + file LICENSE

Maintainer

Pavel N. Krivitsky

Last Published

November 5th, 2024

Functions in ergm.multi (0.2.1.1)

b1degreeL-ergmTerm

Degree for the first mode in a bipartite (aka two-mode) network
combine_networks

A single block-diagonal network created by combining multiple networks
control.gofN.ergm

Auxiliary for Controlling Multinetwork ERGM Linear Goodness-of-Fit Evaluation
degreeL-ergmTerm

Degree
dgwdspL-ergmTerm

Geometrically weighted dyadwise shared partner distribution on layers
blacklist_block-ergmConstraint

Blacklist blocks of dyads from toggling in a way that propagates through combined networks
ergm_block_diag_samp_info

Compute and serialize information needed by the block-diagonal Metropolis-Hastings samplers.
gwb1degreeL-ergmTerm

Geometrically weighted degree distribution for the first mode in a bipartite (aka two-mode) network
gofN

Linear model diagnostics for multinetwork linear models
dgwespL-ergmTerm

Geometrically weighted edgewise shared partner distribution on layers
ergm.multi-package

ergm.multi: Fit, Simulate and Diagnose Exponential-Family Models for Multiple or Multilayer Networks
network_view

Construct a "view" of a network.
gwdegreeL-ergmTerm

Geometrically weighted degree distribution
odegreeL-ergmTerm

Out-degree
mutualL-ergmTerm

Mutuality
idegreeL-ergmTerm

In-degree
subnetwork_templates

Obtain empty networks representing constituents of a combined network
twostarL-ergmTerm

Multilayer two-star
CMBL-ergmTerm

Conway--Maxwell-Binomial dependence among layers
Networks

A multinetwork network representation.
L-ergmTerm

Evaluation on layers
b2degree-ergmTerm

Degree for the second mode in a bipartite (aka two-mode) network
N-ergmTerm

Evaluation on multiple networks
as_tibble.combined_networks

An as_tibble method for combined networks.
Layer

A multilayer network representation.
Goeyvaerts

A sample of within-household contact networks in Flanders and Brussels
despL-ergmTerm

Edgewise shared partners on layers
ddspL-ergmTerm

Dyadwise shared partners on layers
blockdiag-ergmProposal

A Metropolis--Hastings proposal for diagonal block constraints
blockdiagTNT-ergmProposal

A Metropolis--Hastings proposal for diagonal block constraints
combine_ergmlhs

Combine the %ergmlhs% settings of a list of networks
Lazega

A network of advice, collaboration, and friendship in a law firm
gwb2degreeL-ergmTerm

Geometrically weighted degree distribution for the second mode in a bipartite (aka two-mode) network
lm.gofN

Fit a linear model to the residuals in a gofN object.
gwidegreeL-ergmTerm

Geometrically weighted in-degree distribution
split.network

A split() method for network::network objects.
snctrl

Statnet Control
gwodegreeL-ergmTerm

Geometrically weighted out-degree distribution
direct.network

Returns a directed version of an undirected binary network
dnspL-ergmTerm

Non-edgewise shared partners and paths on layers
dgwnspL-ergmTerm

Geometrically weighted non-edgewise shared partner distribution on layers
ergm_LayerLogic

Internal representation of Layer Logic
marg_cond_sim

Calculate gofN()-style Pearson residuals for arbitrary statistics
plot.gofN

Plotting methods for gofN, making residual and scale-location plots.
upper_tri-ergmConstraint

Only dyads in the upper-triangle of the sociomatrix may be toggled
uncombine_network

Split up a network into a list of subgraphs