Type II Half Logistic Kumaraswamy Distribution with Applications

Type II Half Logistic Kumaraswamy Distribution with Applications

In this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to ris...

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Main Authors: Ramadan A. ZeinEldin, Muhammad Ahsan ul Haq, Sharqa Hashmi, Mahmoud Elsehety, M. Elgarhy
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Function Spaces
Online Access:http://dx.doi.org/10.1155/2020/1343596
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spelling doaj-75496ef957a94a5cbf8ca5a8dcfe09ee2020-11-25T03:27:47ZengHindawi LimitedJournal of Function Spaces2314-88962314-88882020-01-01202010.1155/2020/13435961343596Type II Half Logistic Kumaraswamy Distribution with ApplicationsRamadan A. ZeinEldin0Muhammad Ahsan ul Haq1Sharqa Hashmi2Mahmoud Elsehety3M. Elgarhy4Deanship of Scientific Research, King Abdulaziz University, Saudi ArabiaCollege of Statistical and Actuarial Sciences, University of the Punjab, Lahore, PakistanQuality Enhancement Cell, National College of Arts, Lahore, PakistanKing Abdulaziz University, Saudi ArabiaValley High Institute for Management Finance and Information Systems, Obour, Qaliubia 11828, EgyptIn this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to rise its ability fitting complex data sets. Some important statistical properties of TIIHLKw distribution are derived. The estimation of the parameters is obtained by numerous well-recognized approaches and simulation study confirmed the efficiencies of estimates such obtained. We apply the related model to practical datasets, and it is concluded that the proposed model is the best by model selection criteria than other competitive models.http://dx.doi.org/10.1155/2020/1343596
collection DOAJ
language English
format Article
sources DOAJ
author Ramadan A. ZeinEldin
Muhammad Ahsan ul Haq
Sharqa Hashmi
Mahmoud Elsehety
M. Elgarhy
spellingShingle Ramadan A. ZeinEldin
Muhammad Ahsan ul Haq
Sharqa Hashmi
Mahmoud Elsehety
M. Elgarhy
Type II Half Logistic Kumaraswamy Distribution with Applications
Journal of Function Spaces
author_facet Ramadan A. ZeinEldin
Muhammad Ahsan ul Haq
Sharqa Hashmi
Mahmoud Elsehety
M. Elgarhy
author_sort Ramadan A. ZeinEldin
title Type II Half Logistic Kumaraswamy Distribution with Applications
title_short Type II Half Logistic Kumaraswamy Distribution with Applications
title_full Type II Half Logistic Kumaraswamy Distribution with Applications
title_fullStr Type II Half Logistic Kumaraswamy Distribution with Applications
title_full_unstemmed Type II Half Logistic Kumaraswamy Distribution with Applications
title_sort type ii half logistic kumaraswamy distribution with applications
publisher Hindawi Limited
series Journal of Function Spaces
issn 2314-8896
2314-8888
publishDate 2020-01-01
description In this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to rise its ability fitting complex data sets. Some important statistical properties of TIIHLKw distribution are derived. The estimation of the parameters is obtained by numerous well-recognized approaches and simulation study confirmed the efficiencies of estimates such obtained. We apply the related model to practical datasets, and it is concluded that the proposed model is the best by model selection criteria than other competitive models.
url http://dx.doi.org/10.1155/2020/1343596
work_keys_str_mv AT ramadanazeineldin typeiihalflogistickumaraswamydistributionwithapplications
AT muhammadahsanulhaq typeiihalflogistickumaraswamydistributionwithapplications
AT sharqahashmi typeiihalflogistickumaraswamydistributionwithapplications
AT mahmoudelsehety typeiihalflogistickumaraswamydistributionwithapplications
AT melgarhy typeiihalflogistickumaraswamydistributionwithapplications
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