fix.curved: Convert a curved ERGM into a corresponding "fixed" ERGM.

In ergm: Fit, Simulate and Diagnose Exponential-Family Models for Networks

Convert a curved ERGM into a corresponding "fixed" ERGM.

Description

The generic fix.curved converts an ergm object or formula of a model with curved terms to the variant in which the curved parameters are fixed. Note that each term has to be treated as a special case.

Usage

fix.curved(object, ...)

## S3 method for class 'ergm'
fix.curved(object, ...)

## S3 method for class 'formula'
fix.curved(object, theta, ...)

Arguments

object	An ergm object or an ERGM formula. The curved terms of the given formula (or the formula used in the fit) must have all of their arguments passed by name.
...	Unused at this time.
theta	Curved model parameter configuration.

Details

Some ERGM terms such as gwesp and gwdegree have two forms: a curved form, for which their decay or similar parameters are to be estimated, and whose canonical statistics is a vector of the term's components (esp(1), esp(2), ... and degree(1), degree(2), ..., respectively) and a "fixed" form where the decay or similar parameters are fixed, and whose canonical statistic is just the term itself. It is often desirable to fit a model estimating the curved parameters but simulate the "fixed" statistic.

This function thus takes in a fit or a formula and performs this mapping, returning a "fixed" model and parameter specification. It only works for curved ERGM terms included with the ergm package. It does not work with curved terms not included in ergm.

Value

A list with the following components:

formula	The "fixed" formula.
theta	The "fixed" parameter vector.

See Also

ergm(), simulate.ergm()

Examples

data(sampson)
gest<-ergm(samplike~edges+gwesp(),
           control=control.ergm(MCMLE.maxit=2))
summary(gest)
# A statistic for esp(1),...,esp(16)
simulate(gest,output="stats")

tmp<-fix.curved(gest)
tmp
# A gwesp() statistic only
simulate(tmp$formula, coef=tmp$theta, output="stats") 

ergm documentation built on Oct. 7, 2024, 5:08 p.m.