Exponential Random Graph Models for Social Networks

Theory, Methods, and Applications
Herausgeber: Lusher, Dean; Robbins, Garry; Koskinen, Johan

• Broschiertes Buch

Produktbeschreibung

This book provides an account of the theoretical and methodological underpinnings of exponential random graph models (ERGMs).

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 360
• Erscheinungstermin: 1. November 2012
• Englisch
• Abmessung: 229mm x 152mm x 22mm
• Gewicht: 584g
• ISBN-13: 9780521141383
• ISBN-10: 0521141389
• Artikelnr.: 36616459

Inhaltsangabe

Introduction Dean Lusher, Johan Koskinen and Garry Robins; 1. What are
exponential random graph models Garry Robins and Dean Lusher; 2. The
formation of social network structure Dean Lusher and Garry Robins; 3. A
simplified account of ERGM as a statistical model Garry Robins and Dean
Lusher; 4. An example of ERGM analysis Dean Lusher and Garry Robins; 5.
Exponential random graph model fundamentals Johan Koskinene and Galina
Daraganova; 6. Dependence graphs and sufficient statistics Johan Koskinen
and Galina Daraganova; 7. Social selection, dyadic covariates and
geospatial effects Garry Robins and Galina Daraganova; 8. Autologistic
actor attribute models Galina Daraganova and Garry Robins; 9. ERGM
extensions: models for multiple networks and bipartite networks Peng Wang;
10. Longitudinal models Tom Snijders and Johan Koskinen; 11. Simulation,
estimation and goodness of fit Johan Koskinen and Tom Snijders; 12.
Illustrations: simulation, estimation and goodness of fit Garry Robins and
Dean Lusher; 13. Personal attitudes, perceived attitudes and social
structures: a social selection model Dean Lusher and Garry Robins; 14. How
to close a hole: exploring alternative closure mechanisms in
inter-organizational networks Alessandro Lomi and Francesca Pallotti; 15.
Interdependencies between working relations: multivariate ERGMs for advice
and satisfaction Yu Zhao and Olaf Rank; 16. Brain, brawn or optimism? The
structure and correlates of emergent military leadership Yuval Kalish and
Gil Luria; 17. An ALAAM analysis of unemployment: the dual importance of
who you know and where you live Galina Daraganova and Philippa Pattison;
18. Longitudinal changes in face-to-face and text message-mediated
friendship networks Tasuku Igarashi; 19. The differential impact of
directors' social and financial capital on corporate interlock formation
Nicholas Harrigan and Matthew Bond; 20. Comparing networks: a structural
correspondence between behavioural and recall networks Eric Quintane; 21.
Modelling social networks: next steps Philippa Pattison and Tom Snijders.