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On functionals of order statistics
Authors:Dr W Sendler
Institution:(1) Dortmund;(2) Universität Trier, Fachbereich 4, Schneidershof, D-5500 Trier
Abstract:Summary Let gn be real functions,U ni, 1leilen, the ordered sample ofn independentU(0,1) distributed random variables, andc ni(agr), 1leilen, 0leagrle1 be (known) real numbers,n=1, 2, ... The random quantity 
$$T_n (\alpha ): = n^{ - 1} \sum\limits_{i = 1}^n {c_{ni} (\alpha )g_n (U_{ni} )} $$
, 0leagrle1, is studied. Based on a method proposed byShorack 1972] the main result is the weak convergence of 
$$H_n : = n^{1/2} (T_n  - \mu _n )$$
to Gaussian processes, where 
$$\mu _n (\alpha ): = \sum\limits_{i = 1}^n {c_{ni} (\alpha )} \int\limits_{(i - 1)/n}^{i/n} {g_n (t)dt} $$
, 0leagrle1. The convergence is with respect to theSkorokhod 1956]-topologiesM 2,M 1 onD (I) and the Verbar Verbar-topology onC(I), depending on the conditions imposed on thec ni(agr).
Keywords:
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