On The Existence and Uniqueness Conditions of The MLEs of The Four-Parameter Exponentiated BurrXII-Poisson Distribution

A maximum likelihood estimator is guaranteed to exist, provided specific regularity conditions are met to ensure a well-defined likelihood function and achievable maximization. This paper considered the existence and uniqueness of the maximum likelihood estimates (MLE) of the exponentiated BurrXII Poisson (EBXIIP) distribution under some possible conditions.

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Publication Details

Journal
International Journal of Science for Global Sustainability
Published
2024-10-16
DOI
https://doi.org/10.57233/ijsgs.v10i3.697
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

On The Existence and Uniqueness Conditions of The MLEs of The Four-Parameter Exponentiated BurrXII-Poisson Distribution

İbrahim Abdullahi, Shamsuddeen Ahmad Sabo
International Journal of Science for Global Sustainability
Statistical Distribution Estimation and Applications
article

On The Existence and Uniqueness Conditions of The MLEs of The Four-Parameter Exponentiated BurrXII-Poisson Distribution

İbrahim Abdullahi, Shamsuddeen Ahmad Sabo
article en

Abstract

A maximum likelihood estimator is guaranteed to exist, provided specific regularity conditions are met to ensure a well-defined likelihood function and achievable maximization. This paper considered the existence and uniqueness of the maximum likelihood estimates (MLE) of the exponentiated BurrXII Poisson (EBXIIP) distribution under some possible conditions.

International Journal of Science for Global SustainabilityVol. 10(3)
Maitama Sule University Kano (NG)
Openalex Percentile: Top 75%
Statistical Distribution Estimation and Applications
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On The Existence and Uniqueness Conditions of The MLEs of The Four-Parameter Exponentiated BurrXII-Poisson Distribution — İbrahim Abdullahi, Shamsuddeen Ahmad Sabo · International Journal of Science for Global Sustainability (2024) | TGRS Research Map | TGRS