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…