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

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...

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Bibliographic Details
Main Authors: Ibrahim M. Almanjahie, Zoulikha Kaid, Ali Laksaci, Mustapha Rachdi
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Mathematics
Subjects:
functional mixing data
complete convergence (a.co.)
local linear method
distribution function
kernel weighting
conditional predictive region
Online Access:https://www.mdpi.com/2227-7390/10/6/902

Internet

https://www.mdpi.com/2227-7390/10/6/902

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