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

Perrine SoretMarta AvalosLinda WittkopDaniel CommengesRodolphe Thiébaut

Published in: BMC medical research methodology (2018)

The proposed approach deals with high-dimensional predictors and left-censored outcomes and has shown its interest for predicting HIV viral load according to HIV mutations.

Keyphrases

antiretroviral therapy
hiv positive
hiv infected
hiv testing
human immunodeficiency virus
hepatitis c virus
hiv aids
men who have sex with men
south africa
type diabetes
skeletal muscle