blockdiagonalize: Block-diagonal models using 'ergm'

In muriteams/ergmito: Exponential Random Graph Models for Small Networks

Block-diagonal models using ergm

Description

These two functions are used to go back and forth from a pooled ergm vs a blockdiagonal model, the latter to be fitted using ergm::ergm.

Usage

blockdiagonalize(x, attrname = "block")

splitnetwork(x, attrname)

ergm_blockdiag(formula, ...)

Arguments

x	In the case of blockdiagonalize, a list of networks or matrices. For splitnetwork a single network object with a vertex attribute that can be used to split the data.
attrname	Name of the attribute that holds the block ids.
formula	An ergm model which networks' will be wrapped with blockdiagonalize (see details).
...	Further arguments passed to the method.

Details

The function ergm_blockdiag is a wrapper function that takes the model's network, stacks the networks into a single block diagonal net, and calls ergm::ergm with the option constraints = blockdiag("block").

One side effect of this function is that it loads the ergm package via requireNamespace, so after executing the function ergm the package will be loaded.

Value

An object of class ergm::ergm.

Examples

library(ergm)
data(fivenets)

fivenets2 <- blockdiagonalize(fivenets, attrname = "block") # A network with
ans0 <- ergm(
  fivenets2 ~ edges + nodematch("female"),
  constraints = ~blockdiag("block")
  )
ans1 <- ergmito(fivenets ~ edges + nodematch("female"))

# This is equivalent
ans2 <- ergm_blockdiag(fivenets ~ edges + nodematch("female"))

muriteams/ergmito documentation built on Sept. 15, 2023, 7:07 a.m.