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A review on longitudinal data analysis with random forest

In longitudinal studies variables are measured repeatedly over time, leading to clustered and correlated observations. If the goal of the study is to develop prediction models, machine learning approaches such as the powerful random forest (RF) are often promising alternatives to standard statistica...

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Detalles Bibliográficos
Autores principales: Hu, Jianchang, Szymczak, Silke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025446/
https://www.ncbi.nlm.nih.gov/pubmed/36653905
http://dx.doi.org/10.1093/bib/bbad002