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Robust Nonparametric Equivariant Regression for Functional Data with Responses Missing at Random by Omar Fetitah; Mohammed Kadi Attouch; Salah Khardani; Ali Righi is a Mathematics article available to read on EtoBox.

What is Robust Nonparametric Equivariant Regression for Functional Data with Responses Missing at Random about?

The paper deal with the robust equivariant nonparametric regression when the covariates are functional and the response variables are missing at random (MAR). Under some mild conditions, the almost complete convergence rate of the proposed estimators for both cases known and unknown scale parameter are established. Some simulations study are drawing, and real data analysis are given to illustrate the higher predictive performances of our proposed method.

Who reads Robust Nonparametric Equivariant Regression for Functional Data with Responses Missing at Random?

Author

Omar Fetitah; Mohammed Kadi Attouch; Salah Khardani; Ali Righi

Publisher

Springer Science and Business Media LLC

Published

2023

Language

EN

Field

Mathematics (Physical Sciences)