The digital characteristics and the asymptotic properties of order statistics from Kumaraswamy distribution
JI Xi-x
Abstract
JI Xi-x
Abstract
Let {Xk,1≤ k ≤n}be independent and identically distributed random variables,X(1),X(2),······ X(n) be their order statistics. The joint probability density function of its order statistics and the density functions of extreme order statistics were obtained, whenX( k) followed Kumaraswamy distribution with parameters(λ,φ). The explicit formulas for the moment of order k aboutX(1) andX( n) were also obtained. What's more, the asymptotic distributions of the extreme order statisticsX(1) andX( n) were discussed.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Let {Xk,1≤ k ≤n}be independent and identically distributed random variables,X(1),X(2),······ X(n) be their order statistics. The joint probability density function of its order statistics and the density functions of extreme order statistics were obtained, whenX( k) followed Kumaraswamy distribution with parameters(λ,φ). The explicit formulas for the moment of order k aboutX(1) andX( n) were also obtained. What's more, the asymptotic distributions of the extreme order statisticsX(1) andX( n) were discussed.
Key concepts: Order statistic, Independent and identically distributed random variables, Mathematics, Statistics, Moment-generating function, Probability density function, Order (exchange), Joint probability distribution