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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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Foilsithe in:BMC Med Res Methodol
Main Authors: Soret, Perrine, Avalos, Marta, Wittkop, Linda, Commenges, Daniel, Thiébaut, Rodolphe
Formáid: Artigo
Teanga:Inglês
Foilsithe: BioMed Central 2018
Ábhair:
Rochtain Ar Líne: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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