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A Simple Method for Estimating Interactions between a Treatment and a Large Number of Covariates

We consider a setting in which we have a treatment and a potentially large number of covariates for a set of observations, and wish to model their relationship with an outcome of interest. We propose a simple method for modeling interactions between the treatment and covariates. The idea is to modif...

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Dades bibliogràfiques
Publicat a:J Am Stat Assoc
Autors principals: Tian, Lu, Alizadeh, Ash A, Gentles, Andrew J, Tibshirani, Robert
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4338439/
https://ncbi.nlm.nih.gov/pubmed/25729117
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.951443
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