The Exponentiated Generalized Topp Leone-G Family of Distributions: Properties and Applications
University of the Punjab
Pakistan Journal of Statistics and Operation Research
In this paper, we propose a new class of continuous distributions called the exponentiated generalized Topp Leone-G family that extends the Topp Leone-G family introduced by Al-Shomrani et al. (2016). We derive explicit expressions for certain mathematical properties of the new family such as; ordinary and incomplete moments, generating functions, reliability analysis, Lorenz and Bonferroni curves, Rényi entropy, stress strength model, moment of residual and reversed residual life, order statistics, extreme values and characterizations. We discuss the maximum likelihood estimates and the observed information matrix for the model parameters. Two real data sets are used to illustrate the flexibility of the new family.
Reyad, Hesham Mohammed; Alizadeh, Morad; Jamal, Farrukh; Othman, Soha; and Hamedani, Gholamhossein G., "The Exponentiated Generalized Topp Leone-G Family of Distributions: Properties and Applications" (2019). Mathematical and Statistical Science Faculty Research and Publications. 32.
ADA Accessible Version
Published version. Pakistan Journal of Statistics and Operation Research, Vol. XV, No. 1 (2019): 1-24. DOI. © 2019 University of the Punjab. Used with permission.