Multilevel Longitudinal Analysis of Social Networks
Methodology
2022-02-02 v2
Abstract
Stochastic actor-oriented models (SAOM) are a broadly applied modelling framework for analysing network dynamics using network panel data. They have been extended to address co-evolution of multiple networks as well as networks and behaviour. This paper extends the SAOM to the analysis of multiple network panels through a random coefficient multilevel model, estimated with a Bayesian approach. This is illustrated by a study of the dynamic interdependence of friendship and minor delinquency, represented by the combination of a one-mode and a two-mode network, using a sample of 81 school classes in the first year of secondary school.
Keywords
Cite
@article{arxiv.2201.12713,
title = {Multilevel Longitudinal Analysis of Social Networks},
author = {Johan Koskinen and Tom A. B. Snijders},
journal= {arXiv preprint arXiv:2201.12713},
year = {2022}
}