A statnet tutorial

Journal of Statistical Software

Volumn 24, Issue 9, 2008, Pages

  Goodreau, Steven M ^a   Handcock, Mark S ^a   Hunter, David R ^b   Butts, Carter T ^c   Morris, Martina ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Exponential family random graph models; R; Relational data; Social networks; Statnet

Indexed keywords

EID: 45349099382     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v024.i09     Document Type: Article

References (20)

1. Butts CT (2008a). "network: A Package for Managing Relational Data in R." Journal of Statistical Software, 24(2). URL http://www.jstatsoft.org/v24/i02/.
2. Butts CT (2008b). "Social Network Analysis with sna." Journal of Statistical Software, 24(6). URL http://www.jstatsoft. org/v24/i06/.
3. Goodreau SM (2007). "Advances in Exponential Random Graph (p*) Models Applied to a Large Social Network." Social Networks, 29(2), 231-248.
4. Goodreau SM, Kitts J, Morris M (2008). "Birds of a Feather, or Friend of a Friend? Using Exponential Random Graph Models to Investigate Adolescent Social Networks." Demography, 45. Forthcoming.
5. Handcock MS (2003a). "Assessing Degeneracy in Statistical Models of Social Networks." Working Paper 39, Center for Statistics and the Social Sciences, University of Washington. URL http://www.csss.washington.edu/ Papers/.
6. Handcock MS (2003b). "Statistical Models for Social Networks: Inference and Degeneracy." In R Breiger, K Carley, P Pattison (eds.), "Dynamic Social Network Modeling and Analysis," volume 126, pp. 229-252. Committee on Human Factors, Board on Behavioral, Cognitive, and Sensory Sciences, National Academy Press, Washington, DC.
7. Handcock MS, Hunter DR, Butts CT, Goodreau SM, Morris M (2008). "statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data." Journal of Statistical Software, 24(1). URL http://www.jstatsoft.org/v24/i01/.
8. Harris KM, Florey F, Tabor J, Bearman PS, Jones J, Udry JR (2003). "The National Longitudinal Study of Adolescent Health: Research Design." Technical report, University of North Carolina. URL http://www.cpc.unc.edu/projects/addhealth/design/.
9. Hunter DR (2007). "Curved Exponential Family Models for Social Networks." Social Networks, 29, 216-230.
10. Hunter DR, Goodreau SM, Handcock MS (2008a). "Goodness of Fit for Social Network Models." Journal of the American Statistical Association, 103, 248-258.
11. Hunter DR, Handcock MS, Butts CT, Goodreau SM, Morris M (2008b). "ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks." Journal of Statistical Software, 24(3). URL http://www.jstatsoft.org/v24/i03/.
12. Morris M, Handcock MS, Hunter DR (2008). "Specification of Exponential-Family Random Graph Models: Terms and Computational Aspects." Journal of Statistical Software, 24(4). URL http://www.jstatsoft. org/v24/i04/.
13. Plummer M, Best N, Cowles K, Vines K (2007). coda: Output Analysis and Diagnostics for MCMC. R package version 0.13-1, URL http://CRAN.R-project.org/package=coda.
14. R Development Core Team (2007). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, Version 2.6.1, URL http://www.R-project.org/.
15. Robins G, Morris M (2007). "Advances in Exponential Random Graph (p*) Models." Social Networks, 29(2), 169-172.
16. Robins G, Pattison P, Kalish Y, Lusher D (2007a). "An Introduction to Exponential Random Graph (p*) Models for Social Networks." Social Networks, 29(2), 173-191.
17. Robins G, Snijders T, Wang P, Handcock M, Pattison P (2007b). "Recent Developments in Exponential Random Graph (p*) Models for Social Networks." Social Networks, 29(2), 192-215.
18. Snijders TAB, Pattison P, Robins GL, Handcock MS (2006). "New Specifications for Exponential Random Graph Models." Sociological Methodology, 36, 99-153.
19. Udry JR (2003). "The National Longitudinal Study of Adolescent Health (Add Health), Waves I & II, 1994-1996; Wave III, 2001-2002." Technical report, Carolina Population Center, University of North Carolina at Chapel Hill.
20. Wasserman SS, Pattison P (1996). "Logit Models and Logistic Regressions for Social Networks: I. An Introduction to Markov Graphs and p*." Psychometrika, 61(3), 401-425.