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Conditional quantile estimation under LTRC model with functional regressors

delete2025-12-05
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PRE
AI
C
Chemerik, Hamida *
Z
Zohra Guessoum
DOI：10.18187/pjsor.v21i4.4910delete
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Abstract

Abstract

En 中文
In this paper, we study a kernel-based estimator of the conditional quantile function for a response variable Y subject to left truncation and right censoring (LTRC), with a functional covariate X. We establish the consistency properties with the rate of this estimator when the observations are independent and identically distributed. The performance of the proposed estimator is illustrated through simulations and a real-data application.
Keywords:
Conditional quantile
Convergence rate
Functional variable
Kernel estimator
LTRC model

Journal

P
Pakistan Journal of Statistics and Operation Research
IF:
0.8
Papers:
21
Citations:
0

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No organization information available