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   on dependence of the weighted marshall-olkin bivariate exponential model in the presence of the copula function  
   
نویسنده makhdoom iman ,sakhaei ali
منبع journal of statistical modelling: theory and applications - 2023 - دوره : 4 - شماره : 1 - صفحه:157 -172
چکیده    In this paper‎, ‎we develop a version of the weighted marshall-olkin bivariate exponential model by incorporating a new parameter‎. ‎this parameter describes the dependence structure between margins via a copula function‎. ‎we choose the inference for margins method to estimate the model parameters along with the copula parameter‎, ‎as this method offers more advantages than the maximum likelihood estimation method‎. ‎additionally‎, ‎we conduct a comprehensive simulation study to investigate the behavior of the copula parameter estimator and the remaining parameters‎. ‎finally‎, ‎an analysis of a real dataset on automobile insurance reveals that the clayton copula characterizes the dependence structure within the archimedean copula family.
کلیدواژه archimedean copula; dependency; inference for margins method; optimization; weighted marshall-olkin bivariate exponential
آدرس ‎payame noor university‎, department of statistics‎, iran, ‎payame noor university‎, department of statistics‎, iran
پست الکترونیکی a_sakhaei@pnu.ac.ir
 
     
   
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