Statistical models for social networks

TAB Snijders - Annual review of sociology, 2011 - annualreviews.org
Statistical models for social networks as dependent variables must represent the typical
network dependencies between tie variables such as reciprocity, homophily, transitivity, etc …

Exponential random graph models for multilevel networks

P Wang, G Robins, P Pattison, E Lazega - Social networks, 2013 - Elsevier
Modern multilevel analysis, whereby outcomes of individuals within groups take into account
group membership, has been accompanied by impressive theoretical development (eg …

A model for the multiplex dynamics of two-mode and one-mode networks, with an application to employment preference, friendship, and advice

TAB Snijders, A Lomi, VJ Torló - Social networks, 2013 - Elsevier
We propose a new stochastic actor-oriented model for the co-evolution of two-mode and one-
mode networks. The model posits that activities of a set of actors, represented in the two …

An institutional contingency perspective of interlocking directorates

R Caiazza, AA Cannella Jr, PH Phan… - International Journal of …, 2019 - Wiley Online Library
Interlocking directorates, in which companies are linked by the directors that serve on their
boards, exist globally. It is an expression of hegemonic power exercised by the elites of a …

Bridging and bonding capital in two‐mode collaboration networks

R Berardo - Policy Studies Journal, 2014 - Wiley Online Library
Public management and policy scholars have empirically demonstrated that in complex
policy arenas, governments depend on the collaboration of policy actors outside their direct …

Network dynamics and the evolution of international cooperation

BJ Kinne - American Political Science Review, 2013 - cambridge.org
Cooperation helps states realize mutual gains, but mistrust and disagreements over
institutional design inhibit cooperation. This article develops a network explanation for how …

A theoretical and empirical comparison of the temporal exponential random graph model and the stochastic actor-oriented model

P Leifeld, SJ Cranmer - Network science, 2019 - cambridge.org
The temporal exponential random graph model (TERGM) and the stochastic actor-oriented
model (SAOM, eg, SIENA) are popular models for longitudinal network analysis. We …

Network defense: Pruning, grafting, and closing to prevent leakage of strategic knowledge to rivals

E Hernandez, WG Sanders… - Academy of Management …, 2015 - journals.aom.org
We explore how firms protect themselves from the risks of knowledge spillover to indirectly
connected rivals in a network of interorganizational ties. We argue that the safeguards to …

Empirical validation of agent-based models

T Lux, RCJ Zwinkels - Handbook of computational economics, 2018 - Elsevier
The literature on agent-based models has been highly successful in replicating many
stylized facts of financial and macroeconomic time series. Over the past decade, however …

Interlocking directorates in Irish companies using a latent space model for bipartite networks

N Friel, R Rastelli, J Wyse, AE Raftery - Proceedings of the national …, 2016 - pnas.org
We analyze the temporal bipartite network of the leading Irish companies and their directors
from 2003 to 2013, encompassing the end of the Celtic Tiger boom and the ensuing …