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Autor: =Childs, Aaron
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Referencias AnalíticasReferencias Analíticas
Autor: Childs, Aaron ; Balakrishnan
Título: Relations for order statistics from non-identical logistic random variables and assessment of the effect of multiple outliers on the bias of linear estimators
Páginas/Colación: p2227-2253, 27p
Journal of Statistical Planning and Inference v. 136 n° 7 July 2006
Información de existenciaInformación de existencia

Resumen
In this paper, we establish some relations for the single moments of order statistics arising from n independent and non-identically distributed logistic random variables. These relations are then used to deduce a set of recurrence relations for the moments of order statistics from the multiple-outlier logistic model (with a slippage of p observations). The moments of order statistics from the p-outlier model are expressed in terms of the corresponding quantities from (p-1)-outlier and (p-2)-outlier models. We then use these recurrence relations along with the corresponding i.i.d. results originally derived by Shah [1970. Note on moments of a logistic order statistics, Ann. Math. Statist. 41, 2151–2152.] and the results for the single outlier model discussed by Balakrishnan [1992a. Relationships between single moments of order statistics from non-identically distributed variables. In: Sen, P.K., Salama, I.A. (Eds.), Order Statistics and Nonparametrics: Theory and Applications. Elsevier, Amsterdam, pp. 65–78.] to compute the bias of various linear estimators of the location and scale parameters of the logistic distribution in the presence of multiple outliers.

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

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