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...

Ausführliche Beschreibung

Bibliografische Detailangaben

1. Verfasser:	Haidy A. Newer
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2025-05-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Ordered lower k-records moving extremes ranked set sampling Empirical Bayes inference Generalized exponential model Pivotal prediction method Monte Carlo simulation
Online-Zugang:	https://doi.org/10.1038/s41598-025-01995-z
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