>
Fa   |   Ar   |   En
   a new extended alpha power transformed family of distributions: properties and applications  
   
نویسنده ahmad zubair ,elgarhy mohammed ,abbas nasir
منبع journal of statistical modelling: theory and applications - 2020 - دوره : 1 - شماره : 1 - صفحه:13 -27
چکیده    In this paper, a new method has been proposed to introduce an extra parameter to a family of lifetime distributions for more flexibility. a special sub-case has been considered in details namely; two parameters weibull distribution. various mathematical properties of the proposed distribution, including explicit expressions for the moments, quantile, moment generating function, residual life, mean residual life and order statistics are derived. the maximum likelihood estimators of unknown parameters cannot be obtained in explicit forms, and they have to be obtained by solving non-linear equations only. a simulation study is conducted to evaluate the performances of these estimators. for the illustrative purposes, two data sets havebeen analyzed to show how the proposed model work in practice.
کلیدواژه alpha power transformation ,family of distributions ,maximum likelihood estimation ,moments ,order statistic ,residual life function ,weibull distribution
آدرس quaid-i-azam university, department of statistics, pakistan, university of jeddah, saudi arabia, government postgraduate college, department of statistics, pakistan
پست الکترونیکی nabbasgcj@yahoo.com
 
     
   
Authors
  
 
 

Copyright 2023
Islamic World Science Citation Center
All Rights Reserved