Statistical inference for the generalized exponential distribution using ordered lower k-record ranked set sampling with random sample sizes

Statistical inference for the generalized exponential distribution using ordered lower k-record ranked set sampling with random sample sizes

Abstract This article presents an innovative sampling strategy, ordered moving extremes lower k-record ranked set sampling, designed to enhance parameter estimation and prediction for the generalized exponential distribution. By incorporating k-record values with random sample sizes, we develop maxi...

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Bibliographic Details
Main Author: Haidy A. Newer
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Ordered lower k-records moving extremes ranked set sampling
Empirical Bayes inference
Generalized exponential model
Pivotal prediction method
Monte Carlo simulation
Online Access:https://doi.org/10.1038/s41598-025-01995-z
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https://doi.org/10.1038/s41598-025-01995-z

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