Covariance regression with random forests

Capturing the conditional covariances or correlations among the elements of a multivariate response vector based on covariates is important to various fields including neuroscience, epidemiology and biomedicine. We propose a new method called Covariance Regression with Random Forests (CovRegRF) to e...

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Detalles Bibliográficos
Autores principales: Alakus, Cansu, Larocque, Denis, Labbe, Aurélie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276920/
https://www.ncbi.nlm.nih.gov/pubmed/37330468
http://dx.doi.org/10.1186/s12859-023-05377-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276920/
https://www.ncbi.nlm.nih.gov/pubmed/37330468
http://dx.doi.org/10.1186/s12859-023-05377-y

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