Inferential Network Analysis with Exponential Random Graph Models

By Skyler J. Cranmer, Bruce A. Desmarais. Political Analysis, 2011

465 citations recorded by the source corpus.

Subfields: Political Science and International Relations, Sociology and Political Science, Statistical and Nonlinear Physics

View Paper: https://www.semanticscholar.org/paper/bdf32b622948ccd4de67e08c5a83b45b703c1f8d

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Political Science and International Relations

1. Thomas Oatley
2. Elizabeth J. Menninga
3. Bruce A. Desmarais
4. Skyler J. Cranmer
5. Philip Leifeld
6. Karin Ingold

In Sociology and Political Science

1. Thomas Oatley
2. Elizabeth J. Menninga
3. Bruce A. Desmarais
4. Skyler J. Cranmer
5. Philip Leifeld

In Statistical and Nonlinear Physics

1. Elizabeth J. Menninga
2. Thomas Oatley
3. Bruce A. Desmarais
4. Skyler J. Cranmer
5. Guido Caldarelli
6. Andrea Gabrielli
7. Fabio Saracco
8. Tiziano Squartini

Citations in the corpus

• Toward a Network Theory of Alliance Formation (2012, unknown): “We find an ideal approach in a class of models developed by Hanneke, Fu, and Xing (2010) and introduced to political science by Cranmer and Desmarais (2011) : the temporal exponential random graph model (TERGM).”
• The statistical physics of real-world networks (2018, methodology): “[24] S.”
• The Reductionist Gamble: Open Economy Politics in the Global Economy (2011, background): “…theory and method+ Shapiro compellingly describes the requisite theoretical pluralism+ “The problem-driven scholar + + + looks to previous theories 68+ Cranmer and Desmarais 2011, 67; See also Hays, Kachi, and Franzese 2010+ 69+ On pragmatism, see Johnson 2006, 227; Friedrichs and Kratochwil 2009;…”
• Structural and Institutional Determinants of Influence Reputation: A Comparison of Collaborative and Adversarial Policy Networks in Decision Making and Implementation (2014, background): “For seminal political science applications, see Cranmer and Desmarais (2011), Henry, Lubell and McCoy (2011), Leifeld and Schneider (2012), and Park and Rethemeyer (2014).”
• Social Structure of Facebook Networks (2011, unknown): “We then examine larger-scale groupings by detecting communities algorithmically and comparing them to network partitions based on user characteristics.”
• Complex Dependencies in the Alliance Network (2012, methodology): “Cranmer et al. (2011) suggest that, in the context of alliances, closed triangles are a particularly desirable structure because commitments are more credible and communal security is better maximized than with other structures.”