Estimating the Conditional Density in Scalar-On-Function Regression Structure: <i>k</i>-N-N Local Linear Approach

In this study, the problem of conditional density estimation of a scalar response variable, given a functional covariable, is considered. A new estimator is proposed by combining the <i>k</i>-nearest neighbors (<i>k</i>-N-N) procedure with the local linear approach. Then, the uniform consistency in...

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Autores principales:	Ibrahim M. Almanjahie, Zoulikha Kaid, Ali Laksaci, Mustapha Rachdi
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2022-03-01
Colección:	Mathematics
Materias:	functional mixing data complete convergence (a.co.) local linear method distribution function kernel weighting conditional predictive region
Acceso en línea:	https://www.mdpi.com/2227-7390/10/6/902
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