Bayesian estimation for the type-I hybrid xgamma distribution using asymmetric loss function
نویسندگان
چکیده
This article proposes the Bayes estimation of parameter and reliability function for xgamma distribution in presence type-I hybrid censored observations. The estimate has been obtained by assuming informative non-informative priors using general entropy loss function. Obviously, censoring adds difficulties procedure; hence estimators computed with observation under mentioned prior often do not assume any standard form. Therefore, estimates are Tierney-Kadane approximation Markov Chain Monte Carlo numerical technique. Further, different interval namely asymptotic confidence interval, bootstrap highest posterior density along width coverage probability also discussed. maximum likelihood same non- linear maximization iterative procedure compared corresponding simulations. comparison made terms average over whole sample space length interval. lastly, one medical data set considered real application proposed study.
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ژورنال
عنوان ژورنال: Pakistan Journal of Statistics and Operation Research
سال: 2023
ISSN: ['1816-2711', '2220-5810']
DOI: https://doi.org/10.18187/pjsor.v19i1.2808