Exponential random graph models

Known as: Exponential random graph model 
Exponential random graph models (ERGMs) are a family of statistical models for analyzing data about social and other networks.
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
We study the asymptotics for sparse exponential random graph models where the parameters may depend on the number of vertices of… (More)
Is this relevant?
Highly Cited
2013
Highly Cited
2013
We introduce a method for the theoretical analysis of exponential random graph models. The method is based on a large-deviations… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2013
Highly Cited
2013
Modern multilevel analysis, whereby outcomes of individuals within groups take into account group membership, has been… (More)
  • figure 1
  • figure 2
  • table 3
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
2013
Highly Cited
2013
The growing availability of network data and of scientific interest in distributed systems has led to the rapid development of… (More)
  • figure 1
  • figure 2
  • figure 3
Is this relevant?
Highly Cited
2011
Highly Cited
2011
Exponential random graph models are extremely difficult models to handle from a statistical viewpoint, since their normalising… (More)
  • figure 1
  • table 1
  • figure 2
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
2011
Highly Cited
2011
Methods for descriptive network analysis have reached statistical maturity and general acceptance across the social sciences in… (More)
  • figure 1
  • figure 2
  • figure 3
  • table 1
  • table 2
Is this relevant?
2010
2010
For exponential random graph models, under quite general conditions, it is proved that induced subgraphs on node sets… (More)
Is this relevant?
2009
2009
Statistical modeling of social networks as complex systems has always been and remains a challenge for social scientists… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2006
Highly Cited
2006
The most promising class of statistical models for expressing structural properties of social networks observed at one moment in… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
2002
Highly Cited
2002
This paper is about estimating the parameters of the exponential random graph model, also known as the p∗ model, using… (More)
  • table 1
  • table 2
  • table 3
Is this relevant?