Estimating and understanding exponential random graph models

Understand

We introduce a method for the theoretical analysis of exponential random graph models.

• The method is based on a large-deviations approximation to the normalizing constant shown to be consistent using theory developed by Chatterjee and Varadhan [European J.
• Combin.
• 32 (2011) 1000-1017].