New Estimands for Experiments with Strong Interference

In experiments that study social phenomena, such as peer influence or herd immunity, the treatment of one unit may influence the outcomes of others. Such "interference between units" violates traditional approaches for causal inference, so that additional assumptions are often imposed to m...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of the American Statistical Association 2024-10, Vol.119 (548), p.2670-2679
1. Verfasser:	Choi, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Americans Assumptions Causal inference Convex optimization direct contact herd immunity Immunity indirect contact Influence Interference between units Peer relationships peers Social networks SUTVA
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!