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   آشنایی با یکی از مشاهیر آمار  
   
نویسنده مشکانی محمدرضا
منبع انديشه آماري - 1396 - دوره : 22 - شماره : 2 - صفحه:1 -12
  
کلیدواژه طراحی آزمایش ها، نمونه گیری پیمایشی، زیست آمار، پژوهش آماری، مشاوره آماری، راهنمایی دانشجویان
آدرس دانشگاه شهید بهشتی, گروه آمار, ایران
 
   Familiarity with one of the celebrities of statistics  
   
Authors
Abstract    In this paper , a new probability distribution , based on the family of hyperbolic cosine distributions is proposed and its various statistical and reliability characteristics are investigated . The new category of HCF distributions is obtained by combining a baseline F distribution with the hyperbolic cosine function . Based on the base loglogistics distribution , we introduce a new distribution socalled HCLL and derive the various properties of the proposed distribution including the moments , quantiles , moment generating function , failure rate function , mean residual lifetime , order statistics and stressstrength parameter . Estimation of the parameters of HCLL for a real data set is investigated by using three methods : maximum likelihood , Bayesian and bootstrap (parametric and nonparametric) . We evaluate the efficiency of the maximum likelihood estimation method by Monte Carlo simulation . In addition , in the application section , by using a realistic data set , the superiority of HCLL model to generalized exponential , Weibull , hyperbolic cosine exponential , gamma , weighted exponential distributions is shown through the different criteria of selection model .
Keywords
 
 

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