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Dimension Reduction of Microarray Gene Expression Data: The Accelerated Failure Time Model

The construction of the components of Partial Least Squares (PLS) is based on the maximization of the covariance/correlation between linear combinations of the predictors and the response. However, the usual Pearson correlation is influenced by outliers in the response or in the predictors. To cope...

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Bibliografische gegevens
Hoofdauteurs: Nguyen, Tuan S., Rojo, Javier
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2009
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2796584/
https://ncbi.nlm.nih.gov/pubmed/20014472
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