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   estimation parameters of lindley distribution under type ii progressive censoring with the presence of outlier data  
   
نویسنده nasiri parviz ,miri fatemeh ,shadrokh ali
منبع journal of statistical modelling: theory and applications - 2024 - دوره : 5 - شماره : 2 - صفحه:121 -135
چکیده    Lindley distribution is one of the most important statistical distributions that is widely used in various fields including biology‎, ‎engineering‎, ‎and medicine‎. ‎this distribution has worked well in modeling mortality studies‎, ‎and this distribution can be used for statistical modeling of plant roots density‎. ‎recently‎, ‎a number of researchers have shown that statistical distributions can be used to model or investigate the number of plant roots‎. ‎one of the most important of these is the lindley distribution‎, ‎which can be used to investigate modeling data in the presence of outliers that have a lindley or uniform distribution‎. ‎in this article‎, ‎we present the lindley distribution under type ii progressive censoring with the presence of outlier data‎, ‎and its parameters are estimated using maximum likelihood and bayesian methods‎. ‎in the following‎, ‎by applying gibbs sampling and performing simulation‎, ‎the estimators are compared with each other using the mean squared error.
کلیدواژه bayesian estimation; maximum likelihood estimation; mean squared error; outlier data; progressive censoring of the second type
آدرس ‎payam noor university‎, department of statistics‎, iran, ‎payam noor university‎, department of statistics‎, iran, ‎payam noor university‎, department of statistics‎, iran
پست الکترونیکی ali_shadrokh@yahoo.com
 
     
   
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