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Inferring networks from multiple samples with Consensus LASSO

Archive ouverte | Villa-Vialaneix, Nathalie | CCSD

International audience. Networks are very useful tools to decipher complex regulatory relationships between genes in an organism. Most work address this issue in the context of i.i.d., treated vs. control or time-se...

Inferring networks from multiple samples with consensus LASSO

Archive ouverte | Villa-Vialaneix, Nathalie, N. | CCSD

International audience. Networks are very useful tools to decipher complex regulatory relationships between genes in an organism. Most work address this issue in the context of i.i.d., treated vs. control or time-se...

Multiple hot-deck imputation for network inference from RNA sequencing data

Archive ouverte | Imbert, Alyssa | CCSD

International audience. Motivation: Network inference provides a global view of the relations existing between gene expression in a given transcriptomic experiment (often only for a restricted list of chosen genes)....

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