14 citations
- AgroParisTechFR4 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR4 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Université Paris-SaclayFR2 papers
- Centre Inria de l'Université de LilleFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Délégation Paris 5FR1 paper
- Département agronomie et sciences de l'environnement pour les agroécosystèmesFR1 paper
- Département mathématiques, informatique, sciences de la donnée et technologies du numériqueFR1 paper
- Génétique Physiologie et Systèmes d'ElevageFR1 paper
- Génétique Quantitative et Évolution Le MoulonFR1 paper
- Génome et Transcriptome - Plateforme GénomiqueFR1 paper
8 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…
A Bayesian Framework for Multivariate Differential Analysis
Marie Chion, Arthur Leroy
Differential analysis is a routine procedure in the statistical analysis toolbox across many applied fields, including quantitative proteomics, the main illustration of the present…
A novel family of beta mixture models for the differential analysis of DNA methylation data: an application to prostate cancer
Koyel Majumdar, Romina Silva, Antoinette Sabrina Perry +5
Identifying differentially methylated cytosine-guanine dinucleotide (CpG) sites between benign and tumour samples can assist in understanding disease. However, differential analysi…
A New Local Score Based Method Applied to Behavior-divergent Quail Lines Sequenced in Pools Precisely Detects Selection Signatures on Genes Related to Autism
Maria-Ines Fariello, Simon Boitard, Sabine Mercier +12
Detecting genomic footprints of selection is an important step in the understanding of evolution. Accounting for linkage disequilibrium in genome scans allows increasing the detect…
Network impact on persistence in a finite population dynamic diffusion model: application to an emergent seed exchange network
Pierre Barbillon, Mathieu Thomas, Isabelle Goldringer +2
Dynamic extinction colonisation models (also called contact processes) are widely studied in epidemiology and in metapopulation theory. Contacts are usually assumed to be possible…
Joint estimation of causal effects from observational and intervention gene expression data
Andrea Rau, Florence Jaffrézic, Grégory Nuel
Background: Inference of gene regulatory networks from transcriptomic data has been a wide research area in recent years. Proposed methods are mainly based on the use of graphical…