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Predicting temperature curve based on fast <i>k</i>NN local linear estimation of the conditional distribution function.

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第一作者： Ibrahim M,Almanjahie

第一单位： Department of Mathematics, College of Science, King Khalid University, Abha, South Region, Saudi Arabia.;Statistical Research and Studies Support Unit, King Khalid University, Abha, South Region, Saudi Arabia.

作者： Ibrahim M,Almanjahie ^[1] ; Zoulikha,Kaid ^[1] ; Ali,Laksaci ^[1] ; Mustapha,Rachdi ^[2]

作者单位： Department of Mathematics, College of Science, King Khalid University, Abha, South Region, Saudi Arabia.;Statistical Research and Studies Support Unit, King Khalid University, Abha, South Region, Saudi Arabia. ^[1] AGIM Team, Laboratoire AGEIS, Universite' Grenoble Alpes (France), Universit'e Grenoble Alpes, Grenoble, France. ^[2]

关键词 Conditional predictive region Distribution function Functional time series Kernel weighting Local linear fitting Meteorological data k-nearest neighbors smoothing

DOI 10.7717/peerj.11719

PMID 34285835

发布时间 2021-07-21

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2021年9卷

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Predicting temperature curve based on fast <i>k</i>NN local linear estimation of the conditional distribution function.

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Predicting temperature curve based on fast <i>k</i>NN local linear estimation of the conditional distribution function.

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