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Data Shared Lasso: A Novel Tool to Discover Uplift

A model is presented for the supervised learning problem where the observations come from a fixed number of pre-specified groups, and the regression coefficients may vary sparsely between groups. The model spans the continuum between individual models for each group and one model for all groups. The...

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Détails bibliographiques
Publié dans:Comput Stat Data Anal
Auteurs principaux: Gross, Samuel M., Tibshirani, Robert
Format: Artigo
Langue:Inglês
Publié: 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5650251/
https://ncbi.nlm.nih.gov/pubmed/29056802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2016.02.015
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