Conditional quantile estimation under LTRC model with functional regressors

In this paper, we study the kernel estimator of the conditional quantile when the interest variable Y is subject to left truncation and right censoring (LTRC) with a functional covariate variable X. We establish the consistency properties with rate of this estimator when the observations are independent and identically distributed. Simulations are made to illustrate the good behavior of our estimator.

Publication Details

Journal
Pakistan Journal of Statistics and Operation Research
Published
2025-12-05
DOI
https://doi.org/10.18187/pjsor.v21i4.4910
Primary Topic
Statistical Methods and Inference
Type
article
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article

Conditional quantile estimation under LTRC model with functional regressors

Pakistan Journal of Statistics and Operation Research
Statistical Methods and Inference
article

Conditional quantile estimation under LTRC model with functional regressors

article en

Abstract

In this paper, we study the kernel estimator of the conditional quantile when the interest variable Y is subject to left truncation and right censoring (LTRC) with a functional covariate variable X. We establish the consistency properties with rate of this estimator when the observations are independent and identically distributed. Simulations are made to illustrate the good behavior of our estimator.

Pakistan Journal of Statistics and Operation Research
Reduced inequalities
Openalex Percentile: Top 26%
Statistical Methods and Inference
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Conditional quantile estimation under LTRC model with functional regressors · Pakistan Journal of Statistics and Operation Research (2025) | TGRS Research Map | TGRS