Weibull Burr X distribution properties and application
In this paper, we developed a new continuous distribution called the Weibull-Burr type X distribution which extends the Burr type X distribution. We obtained expressions for the density and the cumulative function. We also derived various structural properties of the new distribution are included Qu...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Pakistan Journal of Statistics
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/63709/1/Weibull%20Burr%20X%20distribution%20properties%20and%20application.pdf |
| _version_ | 1825932646014779392 |
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| author | Ibrahim, Noor Akma Abdullah Khaleel, Mundher Merovci, Faton Kilicman, Adem Shitan, Mahendran |
| author_facet | Ibrahim, Noor Akma Abdullah Khaleel, Mundher Merovci, Faton Kilicman, Adem Shitan, Mahendran |
| author_sort | Ibrahim, Noor Akma |
| collection | UPM |
| description | In this paper, we developed a new continuous distribution called the Weibull-Burr type X distribution which extends the Burr type X distribution. We obtained expressions for the density and the cumulative function. We also derived various structural properties of the new distribution are included Quantile function, the moment, moment generating function, Renyi entropy and Order statistics. We estimate parameters by using Least Square, Weighted Least Square and Maximum Likelihood methods. additionally, the asymptotic confidence intervals for the parameters are derived from the Fisher information matrix. Finally, the obtained results are validated using a real data set and is shown that the new family provides a better fit than some other known distributions. This new distribution will serve as an alternative model to other models available in the literature for modelling positive real data in many areas. |
| first_indexed | 2024-03-06T09:45:13Z |
| format | Article |
| id | upm.eprints-63709 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T09:45:13Z |
| publishDate | 2017 |
| publisher | Pakistan Journal of Statistics |
| record_format | dspace |
| spelling | upm.eprints-637092019-04-15T01:44:47Z http://psasir.upm.edu.my/id/eprint/63709/ Weibull Burr X distribution properties and application Ibrahim, Noor Akma Abdullah Khaleel, Mundher Merovci, Faton Kilicman, Adem Shitan, Mahendran In this paper, we developed a new continuous distribution called the Weibull-Burr type X distribution which extends the Burr type X distribution. We obtained expressions for the density and the cumulative function. We also derived various structural properties of the new distribution are included Quantile function, the moment, moment generating function, Renyi entropy and Order statistics. We estimate parameters by using Least Square, Weighted Least Square and Maximum Likelihood methods. additionally, the asymptotic confidence intervals for the parameters are derived from the Fisher information matrix. Finally, the obtained results are validated using a real data set and is shown that the new family provides a better fit than some other known distributions. This new distribution will serve as an alternative model to other models available in the literature for modelling positive real data in many areas. Pakistan Journal of Statistics 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/63709/1/Weibull%20Burr%20X%20distribution%20properties%20and%20application.pdf Ibrahim, Noor Akma and Abdullah Khaleel, Mundher and Merovci, Faton and Kilicman, Adem and Shitan, Mahendran (2017) Weibull Burr X distribution properties and application. Pakistan Journal of Statistics, 33 (5). 315 - 336. ISSN 1012-9367 |
| spellingShingle | Ibrahim, Noor Akma Abdullah Khaleel, Mundher Merovci, Faton Kilicman, Adem Shitan, Mahendran Weibull Burr X distribution properties and application |
| title | Weibull Burr X distribution properties and application |
| title_full | Weibull Burr X distribution properties and application |
| title_fullStr | Weibull Burr X distribution properties and application |
| title_full_unstemmed | Weibull Burr X distribution properties and application |
| title_short | Weibull Burr X distribution properties and application |
| title_sort | weibull burr x distribution properties and application |
| url | http://psasir.upm.edu.my/id/eprint/63709/1/Weibull%20Burr%20X%20distribution%20properties%20and%20application.pdf |
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