A Truncated General-G Class of Distributions with Application to Truncated Burr-G Family

Authors

DOI:

https://doi.org/10.57805/revstat.v19i4.352

Keywords:

family of distributions, Burr distribution, quantile function, simulation, estimation, goodness-of-fit statistics

Abstract

In this paper, we introduce a truncated general-G class of distributions. This class can be viewed as a weighted family of distributions with a general weight function, and also it generalizes the beta generator family proposed by Eugene et al. (2002). Some features of the class are stated with a comprehensive study to the truncated Burr-G (TB-G) family as one of the important subclass of the introduced class. The study includes the mixture representation in terms of baseline distribution, moments, moment generating function, stochastic ordering, stress-strength parameter, entropies, estimation by the maximum likelihood. The applicability of some new sub-models of the TB-G family is shown using two practical data sets.

Published

2021-12-02

How to Cite

Jamal , F., Bakouch , H., & Arslan Nasir , M. (2021). A Truncated General-G Class of Distributions with Application to Truncated Burr-G Family. REVSTAT-Statistical Journal, 19(4), 513–530. https://doi.org/10.57805/revstat.v19i4.352