Cargando…

Predicting temperature curve based on fast kNN local linear estimation of the conditional distribution function

Predicting the yearly curve of the temperature, based on meteorological data, is essential for understanding the impact of climate change on humans and the environment. The standard statistical models based on the big data discretization in the finite grid suffer from certain drawbacks such as dimen...

Descripción completa

Detalles Bibliográficos
Autores principales: Almanjahie, Ibrahim M., Kaid, Zoulikha, Laksaci, Ali, Rachdi, Mustapha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8274495/
https://www.ncbi.nlm.nih.gov/pubmed/34285835
http://dx.doi.org/10.7717/peerj.11719