December 4, 2025

The Modified Odd Burr XII-G Family of Distributions: Properties and Applications: Accepted December 2025

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Simulations confirmed consistency in parameter estimates for the modified odd Burr XII-G family.
Maximum likelihood estimation yielded reliable parameters across multiple data sets for this distribution family.
Analysis of applications showcased the broad utility and adaptability of the modified distributions in data modeling.
The findings suggest these properties could advance statistical modeling techniques and applications further.

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Observational analysis shows improved parameter estimation in distributions, highlighting the effectiveness of regression models.

Alexsandro et al. (2025) studied this question.

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