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A quantile approach to cumulative residual extropy of record values

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NIAID Data Ecosystem2026-05-10 收录
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In recent years, quantile-based methods have gained prominence in evaluating the uncertainty of random variables. Unlike traditional approaches that rely on distribution functions, quantile-based techniques provide distinctive and insightful perspectives. This study proposes a novel quantile-based framework for analyzing the dynamic cumulative residual extropy of record values and investigates its theoretical properties. Furthermore, a non-parametric estimator for quantile-based dynamic cumulative residual extropy of record values is developed and applied to distributions commonly encountered in lifetime data analysis.

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2025-12-01
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