35 citations · 95 across the 23 of their papers we have counts for
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stat.ME2023
StabJGL: a stability approach to sparsity and similarity selection in multiple network reconstruction
Camilla Lingjærde, Sylvia Richardson
In recent years, network models have gained prominence for their ability to capture complex associations. In statistical omics, networks can be used to model and study the function…
stat.ME2023
Bayesian outcome-guided multi-view mixture models with applications in molecular precision medicine
Paul D. W. Kirk, Filippo Pagani, Sylvia Richardson
Clustering is commonly performed as an initial analysis step for uncovering structure in 'omics datasets, e.g. to discover molecular subtypes of disease. The high-throughput, high-…