The Gamma-Topp-Leone-Type II-Exponentiated Half Logistic-G Family of Distributions with Applications

[摘要] The new Ristić and Balakhrisnan or Gamma-Topp-Leone-Type II-Exponentiated Half Logistic-G (RB-TL-TII-EHL-G) family of distributions is introduced and investigated in this paper. This work derives and studies some of the main statistical characteristics of this new family of distributions. The maximum likelihood estimation technique is used to estimate the model parameters, and a simulation study is used to assess the consistency of the estimators. Applications to three real-life datasets from various fields show the value and adaptability of the new RB-TL-TII-EHL-G family of distributions. From our results, it is evident that the new proposed distribution is flexible enough to characterize datasets from different fields compared to several other existing distributions in the literature.

[学科分类] 农艺学与作物科学

[关键词] gamma generator;Topp-Leone distribution;type II distribution;exponentiated-G distribution;half logistic distribution;likelihood function;goodness-of-fit statistics