34 citations · 52 across the 4 of their papers we have counts for
4 papers
PIntMF: Penalized Integrative Matrix Factorization Method for Multi-Omics Data
Morgane Pierre-Jean, Florence Mauger, Jean-François Deleuze +1
It is more and more common to explore the genome at diverse levels and not only at a single omic level. Through integrative statistical methods, omics data have the power to reveal…
High heritability does not imply accurate prediction under the small additive effects hypothesis
Arthur Frouin, Claire Dandine-Roulland, Morgane Pierre-Jean +3
Genome-Wide Association Studies (GWAS) explain only a small fraction of heritability for most complex human phenotypes. Genomic heritability estimates the variance explained by the…
New efficient algorithms for multiple change-point detection with kernels
Alain Celisse, Guillemette Marot, Morgane Pierre-Jean +1
Several statistical approaches based on reproducing kernels have been proposed to detect abrupt changes arising in the full distribution of the observations and not only in the mea…
Performance evaluation of DNA copy number segmentation methods
Morgane Pierre-Jean, Guillem Rigaill, Pierre Neuvial
A number of bioinformatic or biostatistical methods are available for analyzing DNA copy number profiles measured from microarray or sequencing technologies. In the absence of rich…