MelNet Social Network Laboratory Technical Report
Koskinen, J., Wang, P., Robins, G., and Pattison, P. E., (2008),Technical report (08-05): Extreme Actors - Outliers and Influential Observations in exponential random graph (p-star) models.
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Koskinen, Johan H., Garry Robins, and Philippa Pattison., (2008), Technical report (08-04): Analysing Exponential Random Graph (p-star)
Models with Missing Data Using Bayesian Data
Augmentation.
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Koskinen, Johan H. (2008) Technical report (08-01): The Linked Importance Sampler Auxiliary Variable Metropolis Hastings Algorithm for Distributions with Intractable Normalising Constants.
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Robins, G. L., Pattison, P. E. & Koskinen, J. H. Technical report: Network Degree Distributions.
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Robins, G., & Pattison, P. (2006). Multiple networks in organisations.
This research paper was prepared with funding assistance from the Australian Defence Science and Technology Organisation (DSTO).
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Working Papers
Robins, G. L., Pattison, P. E., & Wang, P. (In press) Closure, Connectivity and Degrees: New Specifications for Exponential Random Graph (p*) Models for Directed Social Networks.
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Wang, P., Sharpe, K., Robins, G. L., Pattison, P. E. (In press) Exponential random graph (p*) models for bipartite networks. Social Networks
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Robins, G. L. (In press). Exponential random graph (p*) models for social networks. In Myers, R. (Ed), Encyclopaedia of Complexity and System Science. Springer.
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Robins, G., Lusher, D., Pattison, P., & Kremer, P. Data with complex dependencies:
The joint analysis of individual attitudes and networked social systems
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Robins, G., & Kashima, Y. (in press). Social psychology and social
networks. Asian Journal of Social Psychology.
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Pattison, P. E. (forthcoming) Algebraic models for social networks. Prepared for the Springer Encyclopedia on Complexity
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Pattison, P. E., & Robins, G. L. (forthcoming). Probabilistic network theory. In Rudas, T (Ed.), Handbook of Probability Theory with Applications. Sage Publications.
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Pattison, P. E., Robins, G. L., & Kashima, Y. (forthcoming). Psychology of social networks. In Blume, L., & Durlauf, S. (Eds), The New Palgrave Dictionary of Economics, 2nd edition. Basingstoke, Hampshire: Palgrave Macmillan.
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top of pagePapers & Articles
Robins, G., Pattison, P., Kalish, Y., & Lusher, D. (2007). An Introduction to Exponential Random Graph (p*) Models for Social Networks. Social Networks..
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Robins, G., Snijders, T., Wang, P., Handcock, M., & Pattison, P. (2007). Recent developments in Exponential Random Graph (p*) Models for Social Networks. Social Networks. .
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Hunter, D.R. (2007). Curved Exponential Family Models for Social Networks. Social Networks. .
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Goodreau, S.M. (2007). Advances in Exponential Random Graph (p*) Models Applied to a Large Social Network. Social Networks. .
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Koehly, L., & Pattison, P. E. (2005). Random graph models for social networks: multiple relations or multiple raters. In P. Carrington, J. Scott, & S. Wasserman (Eds.), Models and methods in social network analysis . New York: Cambridge University Press.
Robins, G.L., & Pattison, P. (2005). Interdependencies and social processes: Generalized dependence structures. In Carrington, Scott & Wasserman (Eds) Models and Methods in Social Network Analysis (pp. 192-214). Cambridge University Press.
Wasserman, S., & Robins, G.L. (2005). An Introduction to Random Graphs, Dependence Graphs, and p*. In Carrington, Scott & Wasserman (Eds) Models and Methods in Social Network Analysis (pp. 148-161). Cambridge University Press..
Smith, A. M. A., Grierson, J., Wain, D., Pitts, M., & Pattison, P. (in press). Interpersonal and social network influences on gay men's communication about unprotected sex. International Journal of STDs and AIDS .
Snijders, T.A.B., Pattison, P., Robins, G.L., & Handcock, M. (2006). New Specifications for Exponential Random Graph Models. Sociological Methodology. .
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Wong, L.H., Pattison, P., & Robins, G. (2006). A spatial model for social networks. Phsyica A, 360, 99-120. Click here for a preprint.
Kalish, Y., & Robins, G.L. (2006). Psychological predispositions and network structure: The relationship between individual predispositions, structural holes and network closure. Social Networks.
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Robins, G.L., Woolcock, J., & Pattison, P. (2005). Small and other worlds: Global network structures from local processes. American Journal of Sociology, 110, 894-936.
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Robins, G.L., & Pattison, P. (2005). Interdependencies and social processes: Generalized dependence structures. In Carrington, Scott & Wasserman (Eds) Models and Methods in Social Network Analysis (pp. 192-214). Cambridge University Press.
Wasserman, S., & Robins, G.L. (2005). An Introduction to Random Graphs, Dependence Graphs, and p*. In Carrington, Scott & Wasserman (Eds) Models and Methods in Social Network Analysis (pp. 148-161). Cambridge University Press.
Lomi, A., & Pattison, P. (2004). Introduction to the CMOT Special Issue on Mathematical representations and models for the analysis of social networks within and between organizations. Computational and Mathematical Organization Theory, 10, 5-15.
Robins, G., Pattison, P., & Woolcock, J. (2004). Missing data in networks: exponential random graph ( p *) models for networks with non-resondents. Social Networks, 26, 257-283.
Smith, A. M. A., Grierson, J., Wain, D., Pitts, M., & Pattison, P. (2004). Associations between the sexual behaviour of men who have sex with men and the structure and composition of their social networks. Sexually Transmitted Infections, 80, 455-458.
Pattison, P., & Robins, G.L. (2004). Building models for social space: Neighbourhood based models for social networks and affiliation structures. Mathematiques des science humaines, 4, 11-29.
Robins, G.L., Woolcock, J., & Pattison, P. (2004). Models for social networks with missing data. Social Networks, 26, 257-283.
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Robins, G.L., & Alexander, M. (2004). Small worlds among interlocking directors: Network structure and distance in bipartite graphs. Invited paper for Journal of Computational and Mathematical Organization Theory, 10, 69-94.
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Schofield, P. E., Pattison, P. E., Hill, D. J., & Borland, R. (2003). Youth culture and smoking: integrating social group processes and individual cognitive processes in a model of health-related behaviours. Journal of Health Psychology, 8, 291-306.
Wasserman, S., & Pattison, P. E. (2003). Social network analysis. In Lewis-Beck, M. S., Bryman, A., & Liao, T. F. (Eds.), Encyclopedia of Social Science Research Methods . Oregon, Ohio: Sage Publications. (ISBN 0761923632)
Pattison, P., & Robins, G.L. (2002). Neighbourhood based models for social networks. Sociological Methodology, 32, 301-337.
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Pattison, P. E., & Wasserman, S. (2002). Multivariate random graph distributions: applications to social network analysis. In J. Hagberg (Ed.), Contributions to Social Network Analysis, Information Theory and Other Topics in Statistics: A Festschrift in Honour of Ove Frank on the Occasion of His 65 th Birthday. ( 74-100). Stockholm: University of Stockholm. (ISBN 91-7265-520-8)
Pattison, P. E., & Breiger, R. L. (2002). Lattices and dimensional representations: matrix decompositions and ordering structures. Social Networks, 24, 423-444.
Schofield, P. E., Pattison, P. E. Hill, D. J., & Borland, R. (2001). The influence of group identification on the adoption of peer group norms. Psychology and Health, 16, 1-16.
Lazega, E., & Pattison, P. (2001). Corporate social capital as social mechanism: the example of status auctions among colleagues. In Nan Lin, Ronald Burt & Karen Cook (Eds .), Social Capital: Theory andResearch . New York: Aldine de Gruyter.
Robins, G.L., Pattison, P, & Elliott, P. (2001). Network models for social influence processes. Psychometrika, 66, 161-190.
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Robins, G.L., Elliott, P., & Pattison, P. (2001). Network models for social selection processes. Social Networks, 23, 1-30.
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Robins, G.L., & Pattison, P. (2001). Random graph models for temporal processes in social networks. Journal of Mathematical Sociology, 25, 5-41.
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Pattison, P. E., & Wasserman, S. (2001). Social network models: statistical. Pp. 14375-14380 in N. J. Smelser & P. B. Baltes (Editors-in-chief), International Encyclopedia of the Social and Behavioral Sciences, Volume 21 . Elsevier.
Pattison, P., S.Wasserman, Robins, G.L., & Kanfer, A. (2000). Statistical evaluation of algebraic constraints for social networks. Journal of Mathematical Psychology, 44, 536-568.
Mische, A., & Pattison, P. E. (2000). The plurality of civic relations: publics, projects and social settings. Poetics, 27, 163-194.
Wasserman, S., & Pattison, P. E. (2000). Statistical models for social networks. In Kiers, H. A. L., Rasson, J.-P., Groenen, P. J. F., & Schader, M. (Eds.) Data analysis, classification and related methods ( 285-295). Berlin: Springer.
Pattison, P, & Wasserman, S. (1999) Logit models and logistic regressions for social networks, II. Multivariate relationships. British Journal of Mathematical and Statistical Psychology 52 : 169-193.
Robins, G., Pattison, P., & Wasserman, S. (1999) Logit models and logistic regressions for social networks, III. Valued relations. Psychometrika 64 : 371-394.
Lazega, E., & Pattison, P. E. (1999). Social capital, multiplex generalized exchange and cooperation in organisations: A case study. Social Networks, 21, 67-90
Wasserman, S., & Pattison, P. (1996). Logit models and logistic regressions for social networks, I. An introduction to Markov graphs and p *. Psychometrika 61 : 401-425.
Pattison, P. E., & Wasserman, S. (1995). Constructing algebraic models for local social networks using statistical methods. Journal of Mathematical Psychology 39 : 57-72.
Pattison, P. E. (1994). Social cognition in context: Some applications of social network analysis. Pp. 79-109 in S. Wasserman & J. Galaskiewicz (Eds.), Advances in social network analysis in the social and behavioral sciences . Newbury Park, CA: Sage.
Pattison, P. E. (1989). Mathematical models for local social networks. In J. A. Keats, R. Taft, R. A. Heath, & S. Lovibond (Eds.), Mathematical and theoretical systems . Amsterdam: North Holland.
Pattison, P.E. (1988). Network models: Some comments on papers in this special issue. Social Networks 10 : 383-411.
Breiger, R. L., & Pattison, P. E. (1986). Cumulated social roles: the duality of persons and their algebras. Social Networks 8 : 215-256.
Pattison, P. E. (1982). The analysis of semigroups of multirelational systems. Journal of Mathematical Psychology 25 : 87-118.
Pattison, P. E., & Bartlett, W. K. (1982). A factorization procedure for finite algebras. Journal of Mathematical Psychology 25 : 51-81.
Pattison, P. E. (1981). Equating the 'joint reduction' with blockmodel common role structure: A reply to McConaghy. Sociological Methods and Research 9 : 286-302.
Breiger, R. L., & Pattison, P. E. (1978). The joint role structure of two communities' elites. Sociological Methods and Research 7 : 213-226. (Reprinted in R.S. Burt, M.J. Minor & Associates. Applied Network Analysis: A Methodological Introduction . Beverly Hills, Ca : Sage, 1983 326-336).
Papers under review
Robins, G.L., & Pattison, P. (2005). Social networks and social space: Topologies, structures and models. Proceedings of the ARCRNSISS Methods, Tools and Techniques Workshop (paper under review).
