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20102025
most citedPIntMF: Penalized Integrative Matrix Factorization Method for Multi-Omics Data

17 citations

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stat.ME2021★ 17 cited

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…

stat.ME2020

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…