- Hacettepe Journal of Mathematics and Statistics
- Vol: 48 Issue: 6
- Inference for the linear combination of two independent exponential random variables based on fuzzy ...
Inference for the linear combination of two independent exponential random variables based on fuzzy data
Authors : Hina Basharat, Saima Mustafa, Shahid Mahmood, Young Bae Jun
Pages : 1859-1869
Doi:10.15672/hujms.470452
View : 13 | Download : 3
Publication Date : 2019-12-08
Article Type : Research
Abstract :In this article, we have derived the distribution of a linear combination of two independent exponential random variables. The parameter estimates of the proposed distribution are obtained by using the maximum likelihood estimation method and the method of moments from fuzzy data. The findings in this paper show that estimation expertise is still valuable to any organization based on the precise and certain information. The proposed research consisted in developing an estimation technique using fuzzy logic and this is often measured in terms of linguistic values, which is very helpful and beneficial for the certain and precise results.Keywords : Linear combination, Exponential distribution, Parameter estimation, Fuzzy numbers, Fuzzy logics