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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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Detaylı Bibliyografya
Yayımlandı:BMC Med Res Methodol
Asıl Yazarlar: Soret, Perrine, Avalos, Marta, Wittkop, Linda, Commenges, Daniel, Thiébaut, Rodolphe
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2018
Konular:
Online Erişim: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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