Investigation of Super Learner Methodology on HIV-1 Small Sample: Application on Jaguar Trial Data

Background. Many statistical models have been tested to predict phenotypic or virological response from genotypic data. A statistical framework called Super Learner has been introduced either to compare different methods/learners (discrete Super Learner) or to combine them in a Super Learner predict...

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Bibliographic Details
Main Authors: Allal Houssaïni, Lambert Assoumou, Anne Geneviève Marcelin, Jean Michel Molina, Vincent Calvez, Philippe Flandre
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:AIDS Research and Treatment
Online Access:http://dx.doi.org/10.1155/2012/478467