Transmuted Mixture Exponential Distribution: Properties and Applications

Authors

  • Ramin Kazemi Department of Statistics, Imam Khomeini International University, Qazvin, Iran
  • Hasan Haji Department of Statistics, Imam Khomeini International University, Qazvin, Iran
  • Fariba Nasiri Department of Statistics, Imam Khomeini International University, Qazvin, Iran

Keywords:

Transmuted distribution, reliability probability, maximum likelihood estimation

Abstract

Transmutation method is a useful technique to generate flexibility distributions in modeling a particular data set‎. ‎In this paper‎, ‎the transmuted mixture‎‎ exponential (TME) distribution is proposed and studied‎. ‎We provide a description of the mathematical properties of the subject distribution along with its reliability aspects‎. ‎Also‎, ‎we develop the maximum likelihood estimators of the unknown parameters and‎‎ their corresponding asymptotic confidence intervals‎. ‎The usefulness of the proposed distribution for modeling data is illustrated using two real data sets‎.

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Published

2021-06-29

Issue

Section

Articles