$ k $NN local linear estimation of the conditional density and mode for functional spatial high dimensional data

$ k $NN local linear estimation of the conditional density and mode for functional spatial high dimensional data

Traditionally, regression problems are examined using univariate characteristics, including the scale function, marginal density, regression error, and regression function. When the correlation between the response and the predictor is reasonably straightforward, these qualities are helpful and inst...

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Bibliographic Details
Main Authors: Fatimah Alshahrani, Wahiba Bouabsa, Ibrahim M. Almanjahie, Mohammed Kadi Attouch
Format: Article
Language:English
Published: AIMS Press 2023-05-01
Series:AIMS Mathematics
Subjects:
$ k $ nearest neighbors
spatial functional data analysis
local linear estimation
conditional density
conditional mode
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2023809?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2023809?viewType=HTML

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