Kumaraswamy Type I Half Logistic Family of Distributions with Applications
Abstract
A new family of distributions called the Kumaraswamy type I half logistic is introduced and studied. Four new special models are presented. Some mathematical properties of the Kumaraswamy type I half logistic family are studied. Explicit expressions for the moments, probability weighted, quantile function, mean deviation and order statistics are investigated. Parameter estimates of the family are obtained based on maximum likelihood procedure. One real data set is employed to show the usefulness of the new family.
Keywords
References
- M. Bourguignon, R.B. Silva and G.M. Cordeiro, The Weibull– G family of probability distributions, Journal of Data Science, 12(2014), 53-68.
- G. M. Cordeiro, M. Alizadeh, and P.R. Diniz, (2015). The type I half-logistic family of distributions. Journal of Statistical Computation and Simulation, on-line.
- G. M. Cordeiro, M. Alizadeh, and E. M. M. Ortega, (2014). The exponentiated half-logistic family of distributions: properties and applications. Journal of Probability and Statistics, Article ID 864396, 21 pages. http://dx.doi.org/10.1155/2014/864396.
- G.M. Cordeiro and M. de Castro, (2011). A new family of generalized distribution, Journal of Statistical Computations and Simulation, 81, 883-898.
- G.M. Cordeiro, E.M.M. Ortega and D.C.C. da Cunha, (2013). The exponentiated generalized class of distributions, Journal of Data Science, 11, 1-27.
- H. A. David, (1981). Order statistics, Second edition. Wiley, New York.
- M. Elgarhy, A. S. Hassan, and M. Rashed, (2016). Garhy – Generated Family of Distributions with Application. Mathematical Theory and Modeling, 6, 1-15.
- N. Eugene, C. Lee and F. Famoye, (2002). The beta-normal distribution and its applications, Communications in Statistics & Theory and Methods, 31, 497-512.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
March 1, 2019
Submission Date
May 14, 2017
Acceptance Date
September 11, 2018
Published in Issue
Year 2019 Volume: 32 Number: 1