1 citations · 1 across the 3 of their papers we have counts for
4 papers
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…
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…
Sign Consistency of the Generalized Elastic Net Estimator
Wencan Zhu, Eric Adjakossa, Céline Lévy-Leduc +1
In this paper, we propose a novel variable selection approach in the framework of high-dimensional linear models where the columns of the design matrix are highly correlated. It co…
A variable selection approach for highly correlated predictors in high-dimensional genomic data
Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
In genomic studies, identifying biomarkers associated with a variable of interest is a major concern in biomedical research. Regularized approaches are classically used to perform…