Asymptotic theory of rerandomization in treatment-control experiments

Although complete randomization ensures covariate balance on average, the chance of observing significant differences between treatment and control covariate distributions increases with many covariates. Rerandomization discards randomizations that do not satisfy a predetermined covariate balance cr...

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Bibliographic Details

Published in:	Proceedings of the National Academy of Sciences - PNAS Vol. 115; no. 37; p. 9157
Main Authors:	Li, Xinran, Ding, Peng, Rubin, Donald B
Format:	Journal Article
Language:	English
Published:	United States 11.09.2018
Subjects:	Models, Theoretical Random Allocation quantile range causal inference geometry of rerandomization Mahalanobis distance covariate balance
ISSN:	1091-6490, 1091-6490
Online Access:	Get more information
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