New Distributions on Proposed Classes == New Distributions on Proposed Classes
Author name:
Bnadheer Dhea'a Mohammad Al_sultani
Supervisor name:
Kareema Abed Al - Kadim Makrib Al - Khafaji
General topic:
Mathematics
Specific topic:
Mathematics
Degree:
Master
University:
University of Babylon - College Of Education For Pure Sciences - Department Of Mathematics
Language:
English
University location:
Babylon
First pages:
27T1099 - p.pdf
Abstract:
There are many important problems where the real data does not fit any of the classical or standard probability models, and the lifetime distributions have been used to model analyses the lifetime data in many applied sciences such as medicine, engineering, finance, biostatistics , reliability and survival analyses because a statistical analysis depends heavily on the assumed probability model or distributions.The distributions, generalization distributions there were derived in this thesis that can be used in life applications. It is hoped that findings of this work will be useful for the practitioners in various fields of theoretical and applied sciences. This thesis is our contribution in this field throughout finding these distributions .Three distributions are introduced, Rayleigh - Pareto distribution, Rayleigh - Lomax distribution and Uniform - Lomax Distribution, as well as discussion of some their important properties , and estimate their parameters. These distributions depend on the original distribution, Rayleigh distribution, Pareto distribution, Lomax(Pareto II) distribution, and Uniform distribution. The idea of the subject that is companied two distributions by one of the methods that are used to generalize distribution.Therefore there is an application using certain real data set to illustrate the usefulness of the proposed distribution to real data using MATLAB (R2011b) software.In the application of Rayleigh - Pareto distribution, we used real data set ,and make a compare between Rayleigh - Pareto distribution used in thesis with others distributions. Its appear that Rayleigh - Pareto distribution is the best in comparison with other distributions.Introduction The statistical distributions used to describe and interpret the phenomena, there are continuous motivations for developing these distributions to become more flexible or more fitting for specific real data sets. Because there are many important problems where the real data does not fit any of the classical or standard probability models."The lifetime distributions have been used to model analysis the lifetime data in many applied sciences such as medicine, engineering, finance, biostatistics , reliability and survival analysis because a statistical analysis depends heavily on the assumed probability model or distributions."So the aim of the thesis is to derive some distributions, generalization of distributions ,with of their properties, and estimating the parameters. One generalized distribution F(x) was defined as follows F(x)=I_G(x) (a,b)=(∫_0^G(x)▒〖w^(a - 1) (1 - w)^(b - 1) 〗 dw)/B(a,b) , 00 ,b
