1 citations · 2 across the 3 of their papers we have counts for
3 papers
Gaussian copula correlation network analysis with application to multi-omics data
Ekaterina Tomilina, Florence Jaffrézic, Gildas Mazo
Reconstructing gene regulatory networks from large-scale heterogeneous data is a key challenge in biology. In multi-omics data analysis, networks based on pairwise statistical asso…
Integrated differential analysis of multi-omics data using a joint mixture model: idiffomix
Koyel Majumdar, Florence Jaffrézic, Andrea Rau +2
Gene expression and DNA methylation are two interconnected biological processes and understanding their relationship is important in advancing understanding in diverse areas, inclu…
Joint likelihood calculation for intervention and observational data from a Gaussian Bayesian network
Grégory Nuel, Andrea Rau, Florence Jaffrézic
Methodological development for the inference of gene regulatory networks from transcriptomic data is an active and important research area. Several approaches have been proposed to…