Model-assisted design of experiments in the presence of network-correlated outcomes

SUMMARY In this paper we consider how to assign treatment in a randomized experiment in which the correlation among the outcomes is informed by a network available pre-intervention. Working within the potential outcome causal framework, we develop a class of models that posit such a correlation stru...

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Bibliographic Details

Published in:	Biometrika Vol. 105; no. 4; pp. 849 - 858
Main Authors:	Basse, Guillaume W, Airoldi, Edoardo M
Format:	Journal Article
Language:	English
Published:	Oxford University Press 01.12.2018
Subjects:	Causal inference Rerandomization Randomized experiment Network balance Degree distribution Network data Optimal treatment allocation
ISSN:	0006-3444, 1464-3510
Online Access:	Get full text
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