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A Flexible Approach to Quantile Regression Modeling With Unit Burr‐XII‐Poisson and Its Applications to Cancer, Chemotherapy, and Energy Data

ABSTRACT This article introduces the unit‐Burr XII‐Poisson (UBXIIP) distribution, a flexible model for bounded data in the unit interval. Unlike many existing alternatives, the UBXIIP offers enhanced versatility in modeling unit‐domain phenomena. We further develop a quantile‐based regression framew...

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Main Authors: Mustapha Muhammad, Gaber Sallam Salem Abdalla, Abdoulie Faal, Ehab M. Almetwally, Mohammed Elgarhy
Format: Artigo
Language:Inglês
Published: Wiley 2025-08-01
Series:Engineering Reports
Subjects:
Burr‐XII
entropy
maximum likelihood
moments
quantile regression
residual analysis
Online Access:https://doi.org/10.1002/eng2.70312
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