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Stochastic Actor-Oriented Model×Relational Event Model×
NozareSociologySociology
SaimeMachine learningRegression model
Izcelsmes gads20012008
AutorsTom A. B. SnijdersCarter T. Butts
TipsContinuous-time model for longitudinal network and behavior dynamicsEvent-history model for time-stamped relational events
PirmavotsSnijders, T. A. B. (2001). The statistical evaluation of social network dynamics. Sociological Methodology, 31(1), 361–395. DOI ↗Butts, C. T. (2008). A relational event framework for social action. Sociological Methodology, 38(1), 155–200. DOI ↗
Citi nosaukumiSAOM, actor-based model, stochastic actor-based model, SIENA modelREM, relational event framework, dynamic network event model, event-history network model
Saistītās44
KopsavilkumsThe stochastic actor-oriented model (SAOM), implemented in the SIENA software, is a framework for analyzing the dynamics of social networks observed at two or more time points. It treats observed network panels as snapshots of an unobserved continuous-time process in which actors, at stochastically timed moments, evaluate their local network and decide whether to create, maintain, or drop a tie so as to improve their position according to an objective function.The relational event model (REM), introduced by Carter Butts in 2008, analyzes streams of time-stamped interactions — emails, radio calls, messages, citations — as a continuous-time event-history process. Rather than treating a network as a static set of ties, it models the instantaneous rate at which any sender directs an action at any receiver as a function of the history of past events, letting researchers test how prior interaction shapes future interaction.
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ScholarGateSalīdzināt metodes: Stochastic Actor-Oriented Model · Relational Event Model. Izgūts 2026-06-24 no https://scholargate.app/lv/compare