Introduction to stochastic actor-based models for network dynamics
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Agresti, 2002
Barabási, 1999, Emergence of scaling in random networks, Science, 286, 509, 10.1126/science.286.5439.509
Bala, 2000, A noncooperative model of network formation, Econometrica, 68, 1181, 10.1111/1468-0262.00155
Batagelj, 1995, Comparing resemblance measures, Journal of Classification, 12, 73, 10.1007/BF01202268
Borgatti, 2003, The network paradigm in organizational research: a review and typology, Journal of Management, 29, 991, 10.1016/S0149-2063(03)00087-4
Brass, 2004, Taking stock of networks and organizations: a multilevel perspective, Academy of Management Journal, 47, 795, 10.2307/20159624
Burk, 2007, Beyond dyadic interdependence: actor-oriented models for co-evolving social networks and individual behaviors, International Journal of Behavioral Development, 31, 397, 10.1177/0165025407077762
Burt, 1982
Checkley, 2007, Partners in power: job mobility and dynamic deal-making, European Management Review, 4, 161, 10.1057/palgrave.emr.1500083
Davis, 1970, Clustering and hierarchy in interpersonal relations: testing two graph theoretical models on 742 sociomatrices, American Sociological Review, 35, 843, 10.2307/2093295
de Federico de la Rúa, 2004, L’Analyse longitudinale de réseaux sociaux totaux avec SIENA – Méthode, discussion et application, BMS, Bulletin de Méthodologie Sociologique, 84, 5, 10.1177/075910630408400101
1997
Ennett, 1994, The contribution of influence and selection to adolescent peer group homogeneity: the case of adolescent cigarette smoking, Journal of Personality and Social Psychology, 67, 653, 10.1037/0022-3514.67.4.653
Friedkin, 1998
Haynie, 2001, Delinquent peers revisited: Does network structure matter?, American Journal of Sociology, 106, 1013, 10.1086/320298
Hedström, 2005
Holland, 1971, Transitivity in structural models of small groups, Comparative Groups Studies, 2, 107, 10.1177/104649647100200201
Holland, 1977, A dynamic model for social networks, Journal of Mathematical Sociology, 5, 5, 10.1080/0022250X.1977.9989862
Holme, 2004, Structure and time evolution of an Internet dating community, Social Networks, 26, 155, 10.1016/j.socnet.2004.01.007
Huisman, 2003, Statistical analysis of longitudinal network data with changing composition, Sociological Methods & Research, 32, 253, 10.1177/0049124103256096
Huisman, 2008, Treatment of non-response in longitudinal network data, Social Networks, 30, 297, 10.1016/j.socnet.2008.04.004
Hummon, 2000, Utility and dynamic social networks, Social Networks, 22, 221, 10.1016/S0378-8733(00)00024-1
Jaccard, 1900, Contributions au problème de l’immigration post-glaciaire de la flore alpine, Bulletin de la Société Vaudoise des Sciences Naturelles, 37, 547
Jackson, 2007, Meeting strangers and friends of friends: How random are social networks?, American Economic Review, 97, 890, 10.1257/aer.97.3.890
Jin, 2001, Structure of growing social networks, Physical review E, 64, 046132, 10.1103/PhysRevE.64.046132
Katz, 1959, The configuration of interpersonal relations in a group as a time-dependent stochastic process, Psychometrika, 24, 317, 10.1007/BF02289814
Knecht, A., 2008. Friendship selection and friends’ influence. Dynamics of networks and actor attributes in early adolescence. PhD Dissertation, University of Utrecht.
Koskinen, J., 2004. Essays on Bayesian inference for social networks. PhD Dissertation, Department of Statistics, Stockholm University.
Koskinen, 2007, Bayesian inference for dynamic network data, Journal of Statistical Planning and Inference, 13, 3930, 10.1016/j.jspi.2007.04.011
Kossinets, 2006, Empirical analysis of an evolving social network, Science, 311, 88, 10.1126/science.1116869
Leenders, 1995, Models for network dynamics: a Markovian framework, Journal of Mathematical Sociology, 20, 1, 10.1080/0022250X.1995.9990149
Lindenberg, 1992, The method of decreasing abstraction, 3
Long, 1997
Macy, 2002, From factors to actors: computational sociology and agent-based modelling, Annual Review of Sociology, 28, 143, 10.1146/annurev.soc.28.110601.141117
Maddala, 1983
Marsili, 2004, The rise and fall of a networked society: a formal model, Proceedings of the National Academy of Sciences USA, 101, 1439, 10.1073/pnas.0305684101
McFadden, 1973, Conditional logit analysis of qualitative choice behavior, 105
McPherson, 2001, Birds of a feather: homophily in social networks, Annual Review of Sociology, 27, 415, 10.1146/annurev.soc.27.1.415
Morris, 1995, Concurrent partnerships and transmission dynamics in networks, Social Networks, 17, 299, 10.1016/0378-8733(95)00268-S
Newcomb, 1962, Student peer-group influence
Newman, 2002, Assortative mixing in networks, Physical Review Letters, 89, 208701, 10.1103/PhysRevLett.89.208701
Pearson, 2000, Smoke rings: Social network analysis of friendship groups, smoking and drug-taking, Drugs: Education, Prevention and Policy, 7, 21, 10.1080/713660095
Price, 1976, A general theory of bibliometric and other advantage processes, Journal of the American Society for Information Science, 27, 292, 10.1002/asi.4630270505
Robins, 2007, Recent developments in exponential random graph (p∗) models for social networks, Social Networks, 29, 192, 10.1016/j.socnet.2006.08.003
Schweinberger, M., submitted for publication. Statistical modeling of network dynamics given panel data: goodness-of-fit tests.
Snijders, 1996, Stochastic actor-oriented dynamic network analysis, Journal of Mathematical Sociology, 21, 149, 10.1080/0022250X.1996.9990178
Snijders, 2001, The statistical evaluation of social network dynamics, 361
Snijders, T.A.B., 2002. Markov chain Monte Carlo estimation of exponential random graph models, Journal of Social Structure, 3.2. Available from: http://www.cmu.edu/joss/content/articles/volume3/Snijders.pdf.
Snijders, 2005, Models for longitudinal network data, 215
Snijders, 2006, Statistical Methods for Network Dynamics, 281
Snijders, T.A.B., Koskinen, J.H., Schweinberger, M., submitted for publication. Maximum likelihood estimation for social network dynamics.
Snijders, 2007, Modeling the co-evolution of networks and behavior, 41
Snijders, T.A.B., Steglich, C.E.G., Schweinberger, M., Huisman, M., 2008. Manual for SIENA version 3.2. ICS, University of Groningen, Groningen; Department of Statistics, University of Oxford, Oxford. Available from: http://stat.gamma.rug.nl/snijders/siena.html.
Steglich, C.E.G., Snijders, T.A.B., Pearson, M., submitted for publication. Dynamic networks and behavior: separating selection from influence.
Udehn, 2002, The changing face of methodological individualism, Annual Review of Sociology, 8, 479, 10.1146/annurev.soc.28.110601.140938
van de Bunt, 2007, An actor-oriented dynamic network approach: the case of interorganizational network evolution, Organizational Research Methods, 10, 463, 10.1177/1094428107300203
van de Bunt, 1999, Friendship networks through time: an actor-oriented statistical network model, Computational and Mathematical Organization Theory, 5, 167, 10.1023/A:1009683123448
Wasserman, 1979, A stochastic model for directed graphs with transition rates determined by reciprocity, 392
Wasserman, 1994