plot_bootERGM: Plot density and trace plots from bootERGM objects

In schmid86/bootERGM: Exponential Random Graph Models with Parametric Bootstrapped Pseudolikelihood

Description

Trace plots and density plots of model parameters for each via parametric bootstrapped simulated network. The values have been subtracted by the observed values. The solid red line indicates the variable's value in the observed network. Ideally, this line lies in the center of the plots. The solid line also indicates the expected value obtained from a distribution described by the MLE and/or the Method of Moments estimator.

Usage

plot.bootERGM(object, vars.per.page=3, cex.axis=1, cex.lab=1, cex.main=1, lwd=2)

Arguments

object	A bootERGM object to be diagnosed
vars.per.page	Number of rows (one variable per row) per plotting page. Default is vars.per.page=3.
cex.axis	Specify the size of the tick label numbers/text with a numeric value of length 1.
cex.lab	Specify the size of the axis label text with a numeric value of length 1.
cex.main	Specify the size of the title text with a numeric value of length 1.
lwd	line width relative to the default (default=1)

Author(s)

Christian Schmid ([e-mail])
Bruce Desmarais (http://brucedesmarais.com/)

Examples

# load Faux Mesa High friendship data
data(faux.mesa.high)

# estimate model coefficients using parametric bootstrapped pseudolikelihood
m1 <- bootERGM(faux.mesa.high ~ edges + nodematch("Sex")+ gwesp(0.25, fixed=TRUE), R=500)
plot(m1)

schmid86/bootERGM documentation built on Nov. 5, 2019, 8:44 a.m.