Predicting correlated outcomes from molecular data.
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DOI: 10.1093/bioinformatics/btab576
Abstract: MOTIVATION Multivariate (multi-target) regression has the potential to outperform univariate (single-target) regression at predicting correlated outcomes, which frequently occur in biomedical and clinical research. Here we implement multivariate lasso and ridge regression using stacked generalisation.… read more here.
Keywords: regression; molecular data; correlated outcomes; multivariate ... See more keywords