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Robust latent-variable interpretation of in vivo regression models by nested resampling

Simple multilinear methods, such as partial least squares regression (PLSR), are effective at interrelating dynamic, multivariate datasets of cell–molecular biology through high-dimensional arrays. However, data collected in vivo are more difficult, because animal-to-animal variability is often high...

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Detalles Bibliográficos
Autores principales: Caulk, Alexander W., Janes, Kevin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928252/
https://www.ncbi.nlm.nih.gov/pubmed/31873087
http://dx.doi.org/10.1038/s41598-019-55796-2