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Document Details
Document Type
:
Thesis
Document Title
:
ROPERTIES OF THE EXPONENTIATED KUMARASWAMY-EXPONENTIAL DISTRIBUTION AND ITS INFERENCES
خواص توزيع كوماراسوامي الأسي- الأسي و استدلالاته
Subject
:
Faculty of Sciences
Document Language
:
Arabic
Abstract
:
The generalization of the lifetime distribution is of great interest for many statisticians as it provides more flexibility to the distribution. In fact, the exponentiated Kumaraswamy-exponential (EK-Exp) distribution is one of the generalization forms of the Kumaraswamy distribution. The main aim of this thesis is to study the behavior and some important properties of the EK-Exp distribution. Moreover, the classical and Bayesian estimation for the parameters of the EK-Exp distribution are considered. The estimation of the parameters are computed according to a Monte Carlo simulation and real data sets. The comparisons between the methods of estimation and the performance of the estimated parameters are studied and discussed. For all sample sizes, it is clear that the maximum likelihood estimation provides the best estimates for the parameters, since their corresponding mean squared error is the smallest.
Supervisor
:
Dr. Samia Abbas Adham
Thesis Type
:
Master Thesis
Publishing Year
:
1440 AH
2018 AD
Co-Supervisor
:
Dr. Aisha Fouad Fayomi
Added Date
:
Monday, November 19, 2018
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
دلال عبدالعزيز مال
Mal, Dalal AbdulAziz
Researcher
Master
Files
File Name
Type
Description
43819.pdf
pdf
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