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Non-parametric quantile regression-based modelling of additive effects to solar irradiation in Southern Africa

Abstract Modelling of solar irradiation is paramount to renewable energy management. This warrants the inclusion of additive effects to predict solar irradiation. Modelling of additive effects to solar irradiation can improve the forecasting accuracy of prediction frameworks. To help develop the fra...

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Principais autores: Amon Masache, Daniel Maposa, Precious Mdlongwa, Caston Sigauke
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2024-04-01
coleção:Scientific Reports
Assuntos:
Additive effects
Additive models
Non-parametric quantile regression
Pinball loss
Quantile splines
Solar irradiation
Acesso em linha:https://doi.org/10.1038/s41598-024-59751-8
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