EXPONENTIATED-EXPONENTIAL WEIBULL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS
EXPONENTIATED-EXPONENTIAL WEIBULL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS
dc.contributor.author | AMIRU, Faisal Muhammad | |
dc.date.accessioned | 2018-12-21T11:24:47Z | |
dc.date.available | 2018-12-21T11:24:47Z | |
dc.description | A DISSERTATION SUBMITTED TO THE SCHOOL OF POSTGRADUATE STUDIES, AHMADU BELLO UNIVERSITY, ZARIA-NIGERIA. IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE AWARD OF A MASTER DEGREE IN STATISTICS | en_US |
dc.description.abstract | ABSTRACT A four-parameter distribution called Exponentiated-Exponential Weibull (EEW) distribution was proposed using a generator introduced in earlier research. Statistical properties of the distribution were derived along with its reliability functions and asymptotic behaviour. The distribution parameters were estimated using the method of Maximum Likelihood Estimation (MLE). The distribution generalizes some well-known special lifetime models such as Exponential, Exponential Weibull and Generalized Exponential distribution. The probability density of the distribution indicate that it is skewed to the right (Positively skewed). We compared the performance of EEW distribution with some related distributions from the literature using the AIC and CAIC method of comparison. Applicability of the distribution was also observed using two real datasets and it was found that the distribution fitted the dataset. Finally it is recommended that the distribution can be used for modelling real life data especially if it is positively skewed. | en_US |
dc.identifier.uri | http://hdl.handle.net/123456789/11085 | |
dc.language.iso | en | en_US |
dc.subject | EXPONENTIATED-EXPONENTIAL, | en_US |
dc.subject | WEIBULL DISTRIBUTION, | en_US |
dc.subject | PROPERTIES, | en_US |
dc.subject | APPLICATIONS | en_US |
dc.title | EXPONENTIATED-EXPONENTIAL WEIBULL DISTRIBUTION: ITS PROPERTIES AND APPLICATIONS | en_US |
dc.type | Thesis | en_US |
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