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Local linear estimation of the conditional cumulative distribution function: Censored functional data case.

Authors :
Rahmani, Saâdia
Bouanani, Oussama
Source :
Sankhya A; Feb2023, Vol. 85 Issue 1, p741-769, 29p
Publication Year :
2023

Abstract

In this paper, we estimate the conditional cumulative distribution function of a randomly censored scalar response variable given a functional random variable using the local linear approach. Under this structure, we state the asymptotic normality with explicit rates of the constructed estimator. Moreover, the usefulness of our results is illustrated through a simulated study. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0976836X
Volume :
85
Issue :
1
Database :
Complementary Index
Journal :
Sankhya A
Publication Type :
Academic Journal
Accession number :
161514943
Full Text :
https://doi.org/10.1007/s13171-021-00276-x