20 citations · 35 across the 10 of their papers we have counts for
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stat.AP2021
A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation
Andrea Cappozzo, Francesca Ieva, Giovanni Fiorito
Recent evidence highlights the usefulness of DNA methylation (DNAm) biomarkers as surrogates for exposure to risk factors for non-communicable diseases in epidemiological studies a…
stat.ME2021
Group-wise shrinkage estimation in penalized model-based clustering
Alessandro Casa, Andrea Cappozzo, Michael Fop
Finite Gaussian mixture models provide a powerful and widely employed probabilistic approach for clustering multivariate continuous data. However, the practical usefulness of these…