Mathematical Theory and Applications ›› 2017, Vol. 37 ›› Issue (2): 79-87.

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Probability Properties of Order Statistics to Bilaterally Truncated Cauchy Distribution#br#
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Xiong Xiong1, Tuo Heng2   

  1. 1.School of Mathematics and Computational Science,Xiangtan University,Xiangtan 411105,China; 2.School of Mathematics and Statistics,Central South University,Changsha 411000,China

  • Online:2017-06-30 Published:2020-09-23

Abstract:

 Let {Xk,1≤k ≤n}be independent and identically distributed random variables with bilaterally truncated Cauchy distribution of parameters μ,λ,A,B,X1,n,X2,n,…,Xn,n be their order statistics.In this paper we obtain the density function of Xk,n,the joint density function of X1,n,X2,n,…,Xn,n,the asymptotic distributions of their extreme order statistics X1,n and Xn,n,and the asymptotic distributions of Xk,n and Xn-k+1,n.We also show that X1,n and Xn,n is asymptotically independent.

Key words:

Bilaterally truncated Cauchy distribution, Order statistic, Asymptotic distribution, Asymptotical independence