Predicting correlated outcomes from molecular data

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 generalizati...

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Detalles Bibliográficos
Autores principales: Rauschenberger, Armin, Glaab, Enrico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186156/
https://www.ncbi.nlm.nih.gov/pubmed/34358294
http://dx.doi.org/10.1093/bioinformatics/btab576

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186156/
https://www.ncbi.nlm.nih.gov/pubmed/34358294
http://dx.doi.org/10.1093/bioinformatics/btab576

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