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...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
|
| Series: | Journal of Function Spaces |
| Online Access: | http://dx.doi.org/10.1155/2020/1343596 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850219955038978048 |
|---|---|
| author | Ramadan A. ZeinEldin Muhammad Ahsan ul Haq Sharqa Hashmi Mahmoud Elsehety M. Elgarhy |
| author_facet | Ramadan A. ZeinEldin Muhammad Ahsan ul Haq Sharqa Hashmi Mahmoud Elsehety M. Elgarhy |
| author_sort | Ramadan A. ZeinEldin |
| collection | DOAJ |
| 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. |
| format | Article |
| id | doaj-art-75496ef957a94a5cbf8ca5a8dcfe09ee |
| institution | OA Journals |
| issn | 2314-8896 2314-8888 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Function Spaces |
| spelling | doaj-art-75496ef957a94a5cbf8ca5a8dcfe09ee2025-08-20T02:07:13ZengWileyJournal 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 |
| 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 |
| title | 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_short | Type II Half Logistic Kumaraswamy Distribution with Applications |
| title_sort | type ii half logistic kumaraswamy distribution with applications |
| 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 |