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The most promising class of statistical models for expressing structural properties of social networks observed at one moment in time is the class of exponential random graph models (ERGMs), alsoâ€¦ (More)

- Tom A. B. Snijders, Gerhard G. Van De Bunt, Christian E. G. Steglich
- Social Networks
- 2010

Stochastic actor-based models are models for network dynamics that can represent a wide variety of influences on network change, and allow to estimate parameters expressing such influences, and testâ€¦ (More)

A class of statistical models is proposed for longitudinal network data. The dependent variable is the changing (or evolving) relation network, represented by two or more observations of a directedâ€¦ (More)

- Tom A. B. Snijders
- Journal of Social Structure
- 2002

This paper is about estimating the parameters of the exponential random graph model, also known as the pâˆ— model, using frequentist Markov chain Monte Carlo (MCMC) methods. The exponential randomâ€¦ (More)

This chapter treats statistical methods for network evolution. It is argued that it is most fruitful to consider models where network evolution is represented as the result of many (usuallyâ€¦ (More)

A recurrent problem in the analysis of behavioral dynamics, given a simultaneously evolving social network, is the difficulty of separating the effects of partner selection from the effects of socialâ€¦ (More)

- Garry Robins, Tom A. B. Snijders, Peng Wang, Mark Handcock, Philippa Pattison
- Social Networks
- 2007

This article reviews new specifications for exponential random graph models proposed by Snijders et al. [Snijders, T.A.B., Pattison, P., Robins, G.L., Handcock, M., 2006. New specifications forâ€¦ (More)

A class of models is proposed for longitudinal network data. These models are along the lines of methodological individualism: actors use heuristics to try to achieve their individual goals, subjectâ€¦ (More)

- Tom A. B. Snijders, J. Koskinen, Michael Schweinberger
- The annals of applied statistics
- 2010

A model for network panel data is discussed, based on the assumption that the observed data are discrete observations of a continuous-time Markov process on the space of all directed graphs on aâ€¦ (More)

- Gerhard G. Van De Bunt, Marijtje A. J. Van Duijn, Tom A. B. Snijders
- Computational & Mathematical Organization Theory
- 1999

We propose a class of actor-oriented statistical models for closed social networks in general, and friendship networks in particular. The models are random utility models developed within a rationalâ€¦ (More)