A functional central limit theorem for the partial sums of sorted i.i.d. random variables

preprint2013arXivOpen access

Abstract

Let (Xi,i≥1)(X_i,i\geq 1) be a sequence of i.i.d. random variables with values in [0,1][0,1], and ff be a function such that ‘E(f(X1)2)<+∞`E(f(X_1)^2)<+\infty. We show a functional central limit theorem for the process t↦∑i=1nf(Xi)1Xi≤tt\mapsto \sum_{i=1}^n f(X_i)1_{X_i\leq t}.

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