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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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Foilsithe in:Proc Natl Acad Sci U S A
Main Authors: Li, Xinran, Ding, Peng, Rubin, Donald B.
Formáid: Artigo
Teanga:Inglês
Foilsithe: National Academy of Sciences 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6140533/
https://ncbi.nlm.nih.gov/pubmed/30150408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1808191115
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