75 citations · 76 across the 4 of their papers we have counts for
4 papers
Clustering transformed compositional data using K-means, with applications in gene expression and bicycle sharing system data
Antoine Godichon-Baggioni, Cathy Maugis-Rabusseau, Andrea Rau
Although there is no shortage of clustering algorithms proposed in the literature, the question of the most relevant strategy for clustering compositional data (i.e., data made up…
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…
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…
Differential meta-analysis of RNA-seq data from multiple studies
Andrea Rau, Guillemette Marot, Florence Jaffrézic
High-throughput sequencing is now regularly used for studies of the transcriptome (RNA-seq), particularly for comparisons among experimental conditions. For the time being, a limit…