140 citations · 215 across the 18 of their papers we have counts for
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stat.ME2017
Learning the optimal scale for GWAS through hierarchical SNP aggregation
Florent Guinot, Marie Szafranski, Christophe Ambroise +1
Motivation: Genome-Wide Association Studies (GWAS) seek to identify causal genomic variants associated with rare human diseases. The classical statistical approach for detecting th…
stat.ME2017
Incomplete graphical model inference via latent tree aggregation
Geneviève Robin, Christophe Ambroise, Stéphane Robin
Graphical network inference is used in many fields such as genomics or ecology to infer the conditional independence structure between variables, from measurements of gene expressi…