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Lasso adjustments of treatment effect estimates in randomized experiments

We provide a principled way for investigators to analyze randomized experiments when the number of covariates is large. Investigators often use linear multivariate regression to analyze randomized experiments instead of simply reporting the difference of means between treatment and control groups. T...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Bloniarz, Adam, Liu, Hanzhong, Zhang, Cun-Hui, Sekhon, Jasjeet S., Yu, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4941428/
https://ncbi.nlm.nih.gov/pubmed/27382153
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1510506113
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