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Lasso regularization for left-censored Gaussian outcome and high-dimensional predictors

BACKGROUND: Biological assays for the quantification of markers may suffer from a lack of sensitivity and thus from an analytical detection limit. This is the case of human immunodeficiency virus (HIV) viral load. Below this threshold the exact value is unknown and values are consequently left-censo...

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Bibliografiske detaljer
Udgivet i:BMC Med Res Methodol
Main Authors: Soret, Perrine, Avalos, Marta, Wittkop, Linda, Commenges, Daniel, Thiébaut, Rodolphe
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6280495/
https://ncbi.nlm.nih.gov/pubmed/30514234
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-018-0609-4
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