The Topp Leone-G Power Series class of distributions with applications
| dc.contributor.author | Makubate, Boikanyo | |
| dc.contributor.author | Rannona, Kethamile | |
| dc.contributor.author | Oluyede, Broderick | |
| dc.contributor.author | Chipepa, Fastel | |
| dc.date.accessioned | 2022-05-04T08:47:54Z | |
| dc.date.available | 2022-05-04T08:47:54Z | |
| dc.date.issued | 2021-12 | |
| dc.description.abstract | We present a new class of distributions called the Topp-Leone-G Power Series (TL-GPS) class of distributions. This model is obtained by compounding the Topp-Leone-G distribution with the power series distribution. Statistical prop erties of the TL-GPS class of distributions are obtained. Maximum likelihood estimates for the proposed model were obtained. A simulation study is carried out for the special case of Topp-Leone Log-Logistic Poisson distribution to assess the performance of the maximum likelihood estimates. Finally, we apply Topp-Leone-log-logistic Poisson distribution to real data sets to illustrate the usefulness and applicability of the proposed class of distributions. | en_US |
| dc.description.accessibility | unrestricted | en_US |
| dc.description.department | mss | en_US |
| dc.description.level | phd | en_US |
| dc.identifier.citation | Makubate, B., et.al. (2021). The Topp Leone-G Power Series class of distributions with applications. Pakistan Journal of Statistics and Operation Research, 17(4), 827-846. https://doi.org/10.18187/pjsor.v17i4.3636 | en_US |
| dc.identifier.issn | 2220-5810 | |
| dc.identifier.uri | http://repository.biust.ac.bw/handle/123456789/438 | |
| dc.language.iso | en | en_US |
| dc.publisher | Pakistan Journal of Statistics and Operation Research | en_US |
| dc.subject | Topp-Leone-G Distribution | en_US |
| dc.subject | Power Series Distribution | en_US |
| dc.subject | Maximum Likelihood Estimation | en_US |
| dc.title | The Topp Leone-G Power Series class of distributions with applications | en_US |