Author/Authors
KIZILASLAN, Fatih Gebze Institute of Technology - Department of Mathematics, Turkey , NADAR, Mustafa Gebze Institute of Technology - Department of Mathematics, Turkey
Title Of Article
CLASSICAL AND BAYESIAN ANALYSIS FOR THE GENERALIZED EXPONENTIAL DISTRIBUTION BASED ON RECORD VALUES AND TIMES
شماره ركورد
41860
Abstract
In this study, the maximum likelihood and Bayes estimators for the shape parameter of two- parameter generalized exponential distribution are obtained based on the record values with the number of trials following the record values (inter-record times) when the scale parameter is known. By using a Monte Carlo simulation methods: (i) the maximum likelihood and Bayes estimators are compared in terms of the estimated risk (ii) the estimators are compared with and without the inter- record times are taken into consideration. Moreover, a real life data is used to illustrate the results which were derived.
From Page
111
NaturalLanguageKeyword
Generalized exponential distribution , Record values and times , Bayesian estimation , Symmetric and asymmetric loss functions
JournalTitle
Eskişehir Technical University Journal of Science and Technology B - Theoretical Sciences
To Page
120
JournalTitle
Eskişehir Technical University Journal of Science and Technology B - Theoretical Sciences
Link To Document