Type II Half Logistic Kumaraswamy Distribution with Applications

In this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to ris...

Full description

Saved in:
Bibliographic Details
Published in:Journal of function spaces 2020, Vol.2020 (2020), p.1-15
Main Authors: Elsehety, Mahmoud, Hashmi, Sharqa, Ahsan ul Haq, Muhammad, ZeinEldin, Ramadan A., Elgarhy, M.
Format: Article
Language:English
Subjects:
Computer simulation
Distribution (Probability theory)
Distribution functions
Mathematical models
Parameter estimation
Random variables
Simulation
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to rise its ability fitting complex data sets. Some important statistical properties of TIIHLKw distribution are derived. The estimation of the parameters is obtained by numerous well-recognized approaches and simulation study confirmed the efficiencies of estimates such obtained. We apply the related model to practical datasets, and it is concluded that the proposed model is the best by model selection criteria than other competitive models.
ISSN:2314-8896
2314-8888
DOI:10.1155/2020/1343596