Variable selection

Multivariate analysis of single cell genomic expression data

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Multivariate Analysis of High-Throughput Sequencing Data

The statistical analysis of Next-Generation Sequencing data raises many computational challenges regarding modeling and inference, especially because of the high dimensionality of genomic data. The research work in this manuscript concerns hybrid …