Journal title
عنوان نشریه
International Journal of Supply and Operations Management
Literature & Humanities
http://system.khu.ac.ir/ijsom
1
admin
doi
en
jalali
1395
10
1
gregorian
2017
1
1
4
1
online
1
fulltext
fa
Hyperbolic Cosine–Exponentiated Exponential Lifetime Distribution and its Application in Reliability
Hyperbolic Cosine–Exponentiated Exponential Lifetime Distribution and its Application in Reliability
Research Paper
مقاله پژوهشی
Recently, Kharazmi and Saadatinik (2016) introduced a new family of lifetime distributions called hyperbolic cosine – F (HCF) distribution. In the present paper, it is focused on a special case of HCF family with exponentiated exponential distribution as a baseline distribution (HCEE). Various properties of the proposed distribution including explicit expressions for the moments, quantiles, mode, moment generating function, failure rate function, mean residual lifetime, order statistics and expression of the entropy are derived. Estimating parameters of HCEE distribution are obtained by eight estimation methods: maximum likelihood, Bayesian, maximum product of spacings, parametric bootstrap, non-parametric bootstrap, percentile, least-squares and weighted least-squares. A simulation study is conducted to examine the bias, mean square error of the maximum likelihood estimators. Finally, one real data set has been analyzed for illustrative purposes and it is observed that the proposed model ﬁts better than Weibull, gamma and generalized exponential distributions.
Recently, Kharazmi and Saadatinik (2016) introduced a new family of lifetime distributions called hyperbolic cosine – F (HCF) distribution. In the present paper, it is focused on a special case of HCF family with exponentiated exponential distribution as a baseline distribution (HCEE). Various properties of the proposed distribution including explicit expressions for the moments, quantiles, mode, moment generating function, failure rate function, mean residual lifetime, order statistics and expression of the entropy are derived. Estimating parameters of HCEE distribution are obtained by eight estimation methods: maximum likelihood, Bayesian, maximum product of spacings, parametric bootstrap, non-parametric bootstrap, percentile, least-squares and weighted least-squares. A simulation study is conducted to examine the bias, mean square error of the maximum likelihood estimators. Finally, one real data set has been analyzed for illustrative purposes and it is observed that the proposed model ﬁts better than Weibull, gamma and generalized exponential distributions.
Hyperbolic cosine function , Exponentiated exponential , Hazard function , Mean residual lifetime , Maximum likelihood estimates ,
Hyperbolic cosine function , Exponentiated exponential , Hazard function , Mean residual lifetime , Maximum likelihood estimates ,
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http://system.khu.ac.ir/ijsom/browse.php?a_code=A-10-776-1&slc_lang=fa&sid=1
Omid
Kharazmi
Omid
Kharazmi
omid.kharazmi@yahoo.com
`100319475328460041`

100319475328460041
Yes
Department of Statistics, Faculty of Mathematical Sciences, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran
Department of Statistics, Faculty of Mathematical Sciences, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran