Cubic rank transmuted inverse rayleigh distribution: Properties and applications

Yıl 2022, Cilt: 40 Sayı: 2, 421 - 432, 06.06.2022

Caner Tanış Buğra Saraçoğlu

Öz

In this paper, we propose a new lifetime distribution called Cubic Rank Transmuted Inverse Rayleigh as an alternative to the inverse Rayleigh distribution. Some distributional properties of the suggested distribution such as moments, incomplete moments, Bonferroni and Lorenz curves, moment generating function, quantile function, median, mean residual life function are examined. We consider five methods such as maximum likelihood, the least squares, weighted least squares, Anderson Darling method, and Crámer–von-Mises method to estimate the parameters of the proposed distribution. Furthermore, a comprehensive Monte Carlo simulation study is performed to compare the performances of the examined estimators according to mean square errors and biases. Finally, a real data application is given to illustrate the usefulness of the proposed distribution.

Anahtar Kelimeler

Cubic Rank Transmuted Inverse Rayleigh Distribution, Point Estimation; Bonferroni Curve, Lorenz Curve, Monte Carlo Simulation

Kaynakça

• The article references can be accessed from the .pdf file.