Statistical models for social networks

TAB Snijders - Annual review of sociology, 2011 - annualreviews.org
Snijders TAB., 2001; The statistical evaluation of social network dynamics. Sociol. Methodol.
Snijders TAB., 2010; Conditional marginalization for exponential random graph models. J. …

Estimation on the basis of snowball samples: how to weight?

TAB Snijders - Bulletin of Sociological Methodology/Bulletin …, 1992 - journals.sagepub.com
What are the possibilities of snowball sampling, if one desires valid statistical inference
without making probabilistic assumptions on the network structure? In a critical review of the …

Stochastic actor-oriented models for network dynamics

TAB Snijders - Annual review of statistics and its application, 2017 - annualreviews.org
Snijders TAB, 2003; Statistical analysis of longitudinal network data with changing composition.
Sociol. … Snijders TAB, 2016b The multiple flavours of multilevel issues for networks. …

[PDF][PDF] Manual for RSIENA

RM Ripley, TAB Snijders, Z Boda, A Vörös… - University of Oxford …, 2011 - stats.ox.ac.uk
SIENA (for Simulation Investigation for Empirical Network Analysis) is a computer program
that carries out the statistical estimation of models for the evolution of social networks …

[PDF][PDF] Power and sample size in multilevel modeling

TAB Snijders - Encyclopedia of statistics in behavioral science, 2005 - researchgate.net
Sample size determination in multilevel designs requires attention to the fact that statistical
power depends on the total sample sizes for each level. It is usually desirable to have as …

Introduction to stochastic actor-based models for network dynamics

TAB Snijders, GG Van de Bunt, CEG Steglich - Social networks, 2010 - Elsevier
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 …

New specifications for exponential random graph models

TAB Snijders, PE Pattison, GL Robins… - Sociological …, 2006 - Wiley Online Library
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 (…

The statistical evaluation of social network dynamics

TAB Snijders - Sociological methodology, 2001 - Wiley Online Library
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 …

[PDF][PDF] Markov chain Monte Carlo estimation of exponential random graph models

TAB Snijders - Journal of Social Structure, 2002 - academia.edu
This paper is about estimating the parameters of the exponential random graph model, also
known as the p∗ model, using frequentist Markov chain Monte Carlo (MCMC) methods. The …

Dynamic networks and behavior: Separating selection from influence

C Steglich, TAB Snijders… - Sociological …, 2010 - Wiley Online Library
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 …