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20202022
most citedA variable selection approach for highly correlated predictors in high-dimensional genomic data

1 citations · 1 across the 3 of their papers we have counts for

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stat.ME2022

Variable selection in high-dimensional logistic regression models using a whitening approach

Wencan Zhu, Céline Lévy-Leduc, Nils Ternès

In bioinformatics, the rapid development of sequencing technology has enabled us to collect an increasing amount of omics data. Classification based on omics data is one of the cen…

stat.ME2022

Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso

Wencan Zhu, Céline Lévy-Leduc, Nils Ternès

In clinical trials, identification of prognostic and predictive biomarkers is essential to precision medicine. Prognostic biomarkers can be useful for the prevention of the occurre…