The development and implementation of odd-exponential-ailamujia distribution in python: properties and application in reliability engineering.

Sci Rep · 2026 · PMC12864943 · PMID 41617734

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an increasing trendno p-value reported

2 , it’s clear that the MWTF for the OEA distribution generally exhibits an increasing trend over time.

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highly significantno p-value reported

The well-estimated parameters, precise confidence intervals, and highly significant likelihood ratio test all confirm that this new distribution offers a more effective framework for reliability analysis.

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