Geometric distributions MinMax and MaxMin modified as lifetime distributions and statistical estimators for them

In the current work, two new dynamic models were introduced that target the serial-parallel and parallel-serial type networks for which the lifetimes of the units are geometrically distributed random variables. Calculation formulas were derived for the cumulative distribution functions of their lifetimes, but also of their survival/reliability and hazard functions. Maximum likelihood estimators were derived for this lifetime distributions. The results are illustrated by separate examples.

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Publication Details

Published
2025-06-23
DOI
https://doi.org/10.1109/blackseacom65655.2025.11193904
Primary Topic
Transportation Systems and Safety
Type
article
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article

Geometric distributions MinMax and MaxMin modified as lifetime distributions and statistical estimators for them

Dumitru Ciorbă, Ion Fiodorov, Alexei Leahu, Riccardo De Maria
Transportation Systems and Safety
article

Geometric distributions MinMax and MaxMin modified as lifetime distributions and statistical estimators for them

Dumitru Ciorbă, Ion Fiodorov, Alexei Leahu, Riccardo De Maria
article en

Abstract

In the current work, two new dynamic models were introduced that target the serial-parallel and parallel-serial type networks for which the lifetimes of the units are geometrically distributed random variables. Calculation formulas were derived for the cumulative distribution functions of their lifetimes, but also of their survival/reliability and hazard functions. Maximum likelihood estimators were derived for this lifetime distributions. The results are illustrated by separate examples.

Technical University of Moldova (MD)
Openalex Percentile: Top 49%
Transportation Systems and Safety
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