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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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Bibliografske podrobnosti
izdano v:J Am Stat Assoc
Main Authors: Tian, Lu, Alizadeh, Ash A, Gentles, Andrew J, Tibshirani, Robert
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop: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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