- Ekoist: Journal of Econometrics and Statistics
- Issue: 33
- On Weibull-Pareto Distribution in Censored and Uncensored Data Structures
On Weibull-Pareto Distribution in Censored and Uncensored Data Structures
Authors : Kamil ALAKUS, Necati ERİLLİ
Pages : 1-11
Doi:10.26650/ekoist.2020.33.810417
View : 12 | Download : 3
Publication Date : 2021-01-15
Article Type : Research
Abstract :The Weibull distribution gives a flexible measurement that details the probability distribution associated with the lifetime characteristics of a particular part or service component. It is commonly used to assess product reliability, analyze life data, and model failure times. It is a versatile distribution that can take on the characteristics of other types of distributions, based on the value of the shape parameter. Weibull-Pareto distribution has been introduced as a new type of application of the Weibull distribution. In this article, it is investigated point and interval estimation for Weibull-Pareto distribution with censored and uncensored data. With real-time data applications, it is showed that Weibull-Pareto results are clearly better against Exponential, Gamma, and Weibull distributions results.Keywords : Weibull-Pareto distribution, Alternative maximum likelihood estimation, T-X family, Weibull distribution