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   estimations of the parameters for modified weibull distribution under adaptive type-ii progressive censored samples  
   
نویسنده kohansal akram ,haji hasan
منبع journal of statistical modelling: theory and applications - 2023 - دوره : 4 - شماره : 1 - صفحه:75 -93
چکیده    This paper describes the point and interval estimation of the unknown parameters of modified weibull distribution under the adaptive type-ii progressive censored samples‎. ‎first‎, ‎we obtain the maximum likelihood estimation of parameters‎. ‎because maximum likelihood estimations should be solved in numerical methods and cannot be derived in a closed form‎, ‎the approximate maximum likelihood estimations of the parameters are achieved‎. ‎also‎, ‎asymptotic confidence intervals are obtained by earning the asymptotic distribution of the parameters‎. ‎moreover‎, ‎two bootstrap confidence intervals are derived‎. ‎second‎, ‎the bayesian estimation of parameters is approximated using the markov chain monte carlo algorithm and lindley's method‎. ‎furthermore‎, ‎the highest posterior density credible intervals of the parameters are derived‎. ‎finally‎, ‎the different proposed estimations have been compared by the simulation studies and one data set is analyzed to illustrative aims.
کلیدواژه adaptive type-ii progressive censored samples; approximate maximum likelihood estimation; markov chain monte carlo algorithm; modified weibull distribution
آدرس ‎imam khomeini international university‎, department of statistics‎, iran, ‎imam khomeini international university‎, department of statistics‎, iran
پست الکترونیکی kohansal.ikiu@gmail.com
 
     
   
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