Topp-Leone generated q-exponential distribution and its applications
Statistics Theory
2019-03-19 v1 Statistics Theory
Abstract
Topp-Leone distribution is a continuous model distribution used for modelling lifetime phenomena. The main purpose of this paper is to introduce a new framework for generating lifetime distributions, called the Topp-Leone generated q-exponential family of distributions. Parameter estimation using maximum likelihood method and simulation results to assess effectiveness of the distribution are discussed. Different informative and non-informative priors are used to estimate the shape parameter of q extended Topp-Leone generated exponential distribution under normal approximation technique. We prove empirically the importance and flexibility of the new model in model building by using a real data set.
Keywords
Cite
@article{arxiv.1903.07028,
title = {Topp-Leone generated q-exponential distribution and its applications},
author = {Nicy Sebastian and Rasin R. S. and Silviya P. O},
journal= {arXiv preprint arXiv:1903.07028},
year = {2019}
}