A flexible bounded stochastic framework for uncertainty and reliability in physical systems

Abstract Bounded random variables arise naturally in physical, engineering, and reliability systems when measurements represent proportions, efficiencies, normalized intensities, or constrained state variables. In this paper, a flexible bounded stochastic framework generated through a beta transform...

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Autors principals:	Tmader Alballa, Abdus Saboor, Muhammad Danish, Hamiden Abd El-Wahed Khalifa
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2026-04-01
Col·lecció:	Scientific Reports
Matèries:	Bounded-response modeling Unit-interval data Statistical model Maximum likelihood estimation Engineering measurements Environmental data
Accés en línia:	https://doi.org/10.1038/s41598-026-50619-7
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