The weak convergence of weighted empirical cumulatives based on the ranks of independent, not necessarily identically distributed, observations to a continuous Gaussian process is proved. The results contain a shorter proof of a central limit theorem by Dupac and Hajek (1969) Ann. Math. Statist. Analogous results are proved for signed rank processes.
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Koul et al. (1972) studied this question.