How do I calculate and interpret departure from non-randomness or likelihood of such configuration occurring using Exponential Random Graph Model with dependence graph construction if I have the following information:

- exponential probability function

- quantitative data on the observed network

- parameter estimates (estimated using Monte Carlo Markov Chain estimation technique)

- standard error

The article basically shows only the parameter estimates table but makes conclusions on the likelihood of those configurations occurring. How do I calculate this probability so that I can follow the argument the article makes?

Thank you