Type II Exponentiated Half-Logistic Gompertz-G Family of Distributions: Properties and Applications
被引:2
|
作者:
Moakofi, Thatayaone
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机构:
Botswana Int Univ Sci & Technol, Math & Stat Sci, Plot 10071, Boseja, Palapye, BotswanaBotswana Int Univ Sci & Technol, Math & Stat Sci, Plot 10071, Boseja, Palapye, Botswana
Moakofi, Thatayaone
[1
]
Oluyede, Broderick
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机构:
Botswana Int Univ Sci & Technol, Math & Stat Sci, Plot 10071, Boseja, Palapye, BotswanaBotswana Int Univ Sci & Technol, Math & Stat Sci, Plot 10071, Boseja, Palapye, Botswana
Oluyede, Broderick
[1
]
机构:
[1] Botswana Int Univ Sci & Technol, Math & Stat Sci, Plot 10071, Boseja, Palapye, Botswana
Exponentiated Half-Logistic;
Gompertz Distribution;
Maximum Likelihood Estimation;
D O I:
10.1515/ms-2023-0058
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
In this work, a new family of distributions referred to as type II exponentiated half-logistic-Gompertz-G (TIIEHL-Gom-G) family of distributions is introduced and studied. Some of the main statistical properties of these family of distributions are derived. The model parameters are estimated using the maximum likelihood estimation technique and consistency of maximum likelihood estimators is evaluated by performing a simulation study. The importance and versatility of the TIIEHL-Gom-G family of distributions is demonstrated in an application to two real data sets from different fields.
机构:
Botswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, BotswanaBotswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, Botswana
Oluyede, Broderick
Peter, Peter O.
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Botswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, BotswanaBotswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, Botswana
Peter, Peter O.
Ndwapi, Nkumbuludzi
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机构:
Botswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, BotswanaBotswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, Botswana
Ndwapi, Nkumbuludzi
Bindele, Huybrechts
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机构:
Univ S Alabama, Dept Math & Stat, Mobile, AL USABotswana Int Univ Sci & Technol, Fac Sci, Dept Math & Stat Sci, Palapye, Botswana