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RandomForestsGLS: An R package for Random Forests for dependent data

With the modern advances in geographical information systems, remote sensing technologies, and low-cost sensors, we are increasingly encountering datasets where we need to account for spatial or serial dependence. Dependent observations (y(1), y(2), …, y(n)) with covariates (x(1), ..., x(n)) can be...

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Detalles Bibliográficos
Autores principales: Saha, Arkajyoti, Basu, Sumanta, Datta, Abhirup
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10112657/
https://www.ncbi.nlm.nih.gov/pubmed/37077317
http://dx.doi.org/10.21105/joss.03780