Non parametric estimations of the conditional density and mode when the regressor and the response are curves

Authors :: Idir Ouassou
Ali Laksaci
Zoulikha Kaid
Mustapha Rachdi
Mohamed Alahiane
Source :: Communications in Statistics - Theory and Methods. 52:4659-4674
Publication Year :: 2021
Publisher :: Informa UK Limited, 2021.
Abstract: We develop new estimation results for the functional relationship between a regressor and a response which are functions indexed by time or by spatial locations. The regressor is assumed to belong ...

Subjects :: Statistics and Probability
Kernel density estimation
Nonparametric statistics
Mode (statistics)
Functional data analysis
Entropy (information theory)
Applied mathematics
Conditional mode
Conditional probability distribution
Mathematics

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