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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Hauptverfasser:	Amon Masache, Daniel Maposa, Precious Mdlongwa, Caston Sigauke
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2024-04-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Additive effects Additive models Non-parametric quantile regression Pinball loss Quantile splines Solar irradiation
Online-Zugang:	https://doi.org/10.1038/s41598-024-59751-8
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